{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/LogTableA31.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}31 Dec 2025, 19:09:13
{txt}
{com}. 
. * define new sample
. cap drop sample2
{txt}
{com}. gen sample2=1 if inlist(substr(name_i1,1,3),"DE ", "DU ") | inlist(substr(name_i2,1,3),"DE ", "DU ") //beginning by DE or DU (separated by space)
{txt}(284,622 missing values generated)

{com}. replace sample2 = 1 if inlist(substr(name_i1,1,2),"D ") | inlist(substr(name_i2,1,2),"D ") //beginning by D'
{txt}(1,066 real changes made)

{com}. 
. cap erase "$path/Results/TableA31.tex"
{txt}
{com}. cap erase "$path/Results/TableA31.txt"
{txt}
{com}. cap erase "$path/Results/TableA31_1st.tex"
{txt}
{com}. cap erase "$path/Results/TableA31_1st.txt"
{txt}
{com}. 
. * drop names starting with letter (one-by-one)
. foreach letter in A B C D E F G H I J K L M N O P Q R S T U V W X Y Z {c -(}
{txt}  2{com}.         display "Dropping names starting with `letter'"
{txt}  3{com}.         cap drop sample1
{txt}  4{com}.         gen sample1=1 if LettFirst_i1 ~= "`letter'" & LettFirst_i2 ~= "`letter'"
{txt}  5{com}. 
.         * IV
.         ivreg2 ChangePP (LUL=IG) $Xvar if $condition & sample1==1, noid
{txt}  6{com}.         IVdyadic ChangePP LUL $Xvar if $condition & sample1==1, iv(IG) groups(IGno_i1 IGno_i2)
{txt}  7{com}.         local stderr_IG = e(StdErr)[1,1]
{txt}  8{com}.         local pval = e(pvalues)[1,1]
{txt}  9{com}.         local depvar = e(depvar)
{txt} 10{com}.         sum `depvar' if e(sample)
{txt} 11{com}.         local MeanDepVar = r(mean)
{txt} 12{com}.         local StDevDepVar = r(sd)
{txt} 13{com}.         outreg2 using "$path/Results/TableA31.tex", tex append label addtext(Dropped Letter, "`letter'", IV, Yes, Controls, Yes, Dyadic Group Clustering, Yes) addstat(StdErr IG, (`stderr_IG'), p-value, `pval', \textit{c -(}Mean{c )-}(Dep. Var.), `MeanDepVar', \textit{c -(}Std.Dev.{c )-}(Dep. Var.), `StDevDepVar') ctitle(" ") nonotes dec(4) keep(LUL)     
{txt} 14{com}.         
.         * First stage
.         ivreg2 LUL IG $Xvar if $condition & sample1==1, noid
{txt} 15{com}.         IVdyadic LUL IG $Xvar if $condition & sample1==1, iv(IG) groups(IGno_i1 IGno_i2)
{txt} 16{com}.         local stderr_IV = e(StdErr)[1,1]
{txt} 17{com}.         local F_KP = e(F_1)
{txt} 18{com}.         local pval = e(pvalues)[1,1]
{txt} 19{com}.         local depvar = e(depvar)
{txt} 20{com}.         sum `depvar' if e(sample)
{txt} 21{com}.         local MeanDepVar = r(mean)
{txt} 22{com}.         local StDevDepVar = r(sd)
{txt} 23{com}.         outreg2 using "$path/Results/TableA31_1st.tex", tex append label addtext(Dropped Letter, "`letter'", IV, Yes, Controls, Yes, Dyadic Group Clustering, Yes) addstat(StdErr IV, (`stderr_IV'), Kleibergen-Paap Weak IV F-stat, `F_KP', p-value, `pval', \textit{c -(}Mean{c )-}(Dep. Var.), `MeanDepVar', \textit{c -(}Std.Dev.{c )-}(Dep. Var.), `StDevDepVar') ctitle(" ") nonotes dec(4) keep(IG)
{txt} 24{com}. {c )-}
Dropping names starting with A
{txt}(29,596 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48205
{txt}{col 55}F( 16, 48188) = {res}   18.18
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 96237.81591{txt}{col 55}Centered R2   = {res} -0.0007
{txt}Total (uncentered) SS   = {res}       99548{txt}{col 55}Uncentered R2 = {res}  0.0326
{txt}Residual SS             = {res} 96301.15245{txt}{col 55}Root MSE      = {res}   1.413

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.020383{col 26}{space 2} .2775315{col 37}{space 1}   -3.68{col 46}{space 3}0.000{col 54}{space 4}-1.564335{col 67}{space 3}-.4764317
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0590625{col 26}{space 2} .0180362{col 37}{space 1}    3.27{col 46}{space 3}0.001{col 54}{space 4} .0237122{col 67}{space 3} .0944128
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1017895{col 26}{space 2} .0190595{col 37}{space 1}   -5.34{col 46}{space 3}0.000{col 54}{space 4}-.1391455{col 67}{space 3}-.0644335
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3814051{col 26}{space 2} .0675599{col 37}{space 1}   -5.65{col 46}{space 3}0.000{col 54}{space 4}-.5138201{col 67}{space 3}-.2489901
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0530461{col 26}{space 2} .0144778{col 37}{space 1}    3.66{col 46}{space 3}0.000{col 54}{space 4} .0246702{col 67}{space 3} .0814221
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2065573{col 26}{space 2} .0563623{col 37}{space 1}    3.66{col 46}{space 3}0.000{col 54}{space 4} .0960892{col 67}{space 3} .3170255
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0018987{col 26}{space 2} .0307524{col 37}{space 1}    0.06{col 46}{space 3}0.951{col 54}{space 4}-.0583749{col 67}{space 3} .0621724
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .019588{col 26}{space 2} .0488685{col 37}{space 1}    0.40{col 46}{space 3}0.689{col 54}{space 4}-.0761925{col 67}{space 3} .1153685
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0042173{col 26}{space 2} .0133323{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.0303481{col 67}{space 3} .0219135
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000283{col 26}{space 2} 2.54e-06{col 37}{space 1}  -11.16{col 46}{space 3}0.000{col 54}{space 4}-.0000333{col 67}{space 3}-.0000234
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0825404{col 26}{space 2} .0147308{col 37}{space 1}   -5.60{col 46}{space 3}0.000{col 54}{space 4}-.1114123{col 67}{space 3}-.0536684
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} -.052435{col 26}{space 2} .0132352{col 37}{space 1}   -3.96{col 46}{space 3}0.000{col 54}{space 4}-.0783755{col 67}{space 3}-.0264945
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0226685{col 26}{space 2} .0412488{col 37}{space 1}    0.55{col 46}{space 3}0.583{col 54}{space 4}-.0581776{col 67}{space 3} .1035145
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0319701{col 26}{space 2} .0130988{col 37}{space 1}   -2.44{col 46}{space 3}0.015{col 54}{space 4}-.0576431{col 67}{space 3} -.006297
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0701138{col 26}{space 2} .0492831{col 37}{space 1}    1.42{col 46}{space 3}0.155{col 54}{space 4}-.0264793{col 67}{space 3}  .166707
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2645976{col 26}{space 2} .0541964{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} .1583746{col 67}{space 3} .3708206
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1079233{col 26}{space 2} .0217858{col 37}{space 1}   -4.95{col 46}{space 3}0.000{col 54}{space 4}-.1506226{col 67}{space 3}-.0652239
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,101 observations deleted)
  {res}48,205
Nvar 17
N 48205
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.1 /        1 = {res:   16.114}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1015079003{txt}  {c |}
   2 {c |}  {res}.0030717621{txt}  {c |}
   3 {c |}  {res}.0117351788{txt}  {c |}
   4 {c |}  {res}.0276476784{txt}  {c |}
   5 {c |}  {res}.0080856361{txt}  {c |}
   6 {c |}  {res}.0409625196{txt}  {c |}
   7 {c |}  {res}.0023622649{txt}  {c |}
   8 {c |}  {res} .004201424{txt}  {c |}
   9 {c |}  {res}.0008960719{txt}  {c |}
  10 {c |}  {res}1.31239e-10{txt}  {c |}
  11 {c |}  {res}.0064482522{txt}  {c |}
  12 {c |}  {res}.0022819622{txt}  {c |}
  13 {c |}  {res}.0038544629{txt}  {c |}
  14 {c |}  {res}.0001715453{txt}  {c |}
  15 {c |}  {res}.0150267648{txt}  {c |}
  16 {c |}  {res}.0137508749{txt}  {c |}
  17 {c |}  {res}.0194731324{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1107895797      .05544365    .0292998494    .0177665477    .0148725419    .0109558455     .008799399    .0057201547    .0027442433    .0017989916    .0015031881     .000978779    .0007087067    .0002907542
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.59521e-11   -.0000609088   -.0001338914{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .318603045   .0554234798     .10832903   .1662759106    .089920165    .202391995    .048603137   .0648183922   .0299344592    .000011456   .0803010103   .0477698884   .0620843207   .0130975288   .1225837051
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1172641245   .1395461657{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0013615554   .2865783429   .3474059706   .0218015047   .5552410848   .3074532667    .968837685   .7625009459   .8879606297   .0133413951   .3040030657   .2723539508   .7150191146   .0146497897   .5673444943
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0240440678   .4392929793{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 2.58090355
F-stat for first coefficient: 10.2571543
  {res}1
F-stat for IVed coefficients: 10.2571543

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     48,205   -.2620475    1.412965         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48205
{txt}{col 55}F( 16, 48188) = {res}  223.43
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 850.4423608{txt}{col 55}Centered R2   = {res}  0.0691
{txt}Total (uncentered) SS   = {res}         866{txt}{col 55}Uncentered R2 = {res}  0.0858
{txt}Residual SS             = {res} 791.7075291{txt}{col 55}Root MSE      = {res}   .1282

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1675312{col 26}{space 2} .0042157{col 37}{space 1}   39.74{col 46}{space 3}0.000{col 54}{space 4} .1592685{col 67}{space 3} .1757939
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0122829{col 26}{space 2} .0016056{col 37}{space 1}    7.65{col 46}{space 3}0.000{col 54}{space 4}  .009136{col 67}{space 3} .0154298
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0073308{col 26}{space 2} .0017174{col 37}{space 1}   -4.27{col 46}{space 3}0.000{col 54}{space 4}-.0106968{col 67}{space 3}-.0039648
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0002623{col 26}{space 2} .0061257{col 37}{space 1}    0.04{col 46}{space 3}0.966{col 54}{space 4}-.0117439{col 67}{space 3} .0122685
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0045534{col 26}{space 2} .0013077{col 37}{space 1}    3.48{col 46}{space 3}0.000{col 54}{space 4} .0019904{col 67}{space 3} .0071165
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0133751{col 26}{space 2} .0050972{col 37}{space 1}    2.62{col 46}{space 3}0.009{col 54}{space 4} .0033847{col 67}{space 3} .0233655
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0115095{col 26}{space 2} .0027717{col 37}{space 1}    4.15{col 46}{space 3}0.000{col 54}{space 4} .0060771{col 67}{space 3} .0169418
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0102788{col 26}{space 2} .0044223{col 37}{space 1}    2.32{col 46}{space 3}0.020{col 54}{space 4} .0016113{col 67}{space 3} .0189463
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0053459{col 26}{space 2} .0012024{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4} .0029891{col 67}{space 3} .0077026
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.41e-07{col 26}{space 2} 2.30e-07{col 37}{space 1}   -2.36{col 46}{space 3}0.018{col 54}{space 4}-9.92e-07{col 67}{space 3}-9.10e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0017175{col 26}{space 2} .0013353{col 37}{space 1}    1.29{col 46}{space 3}0.198{col 54}{space 4}-.0008996{col 67}{space 3} .0043345
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0003243{col 26}{space 2}    .0012{col 37}{space 1}    0.27{col 46}{space 3}0.787{col 54}{space 4}-.0020276{col 67}{space 3} .0026762
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0164134{col 26}{space 2} .0037172{col 37}{space 1}    4.42{col 46}{space 3}0.000{col 54}{space 4} .0091278{col 67}{space 3} .0236991
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006454{col 26}{space 2} .0011875{col 37}{space 1}   -0.54{col 46}{space 3}0.587{col 54}{space 4}-.0029729{col 67}{space 3} .0016822
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0064331{col 26}{space 2} .0044653{col 37}{space 1}   -1.44{col 46}{space 3}0.150{col 54}{space 4} -.015185{col 67}{space 3} .0023187
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .141146{col 26}{space 2} .0033775{col 37}{space 1}   41.79{col 46}{space 3}0.000{col 54}{space 4} .1345262{col 67}{space 3} .1477658
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-3.62e-06{col 26}{space 2} .0019753{col 37}{space 1}   -0.00{col 46}{space 3}0.999{col 54}{space 4}-.0038752{col 67}{space 3}  .003868
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,101 observations deleted)
  {res}48,205
Nvar 17
N 48205
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.2 /        1 = {res:   16.168}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003685241{txt}  {c |}
   2 {c |}  {res}4.13017e-06{txt}  {c |}
   3 {c |}  {res}7.49569e-06{txt}  {c |}
   4 {c |}  {res}3.96846e-06{txt}  {c |}
   5 {c |}  {res}2.44354e-06{txt}  {c |}
   6 {c |}  {res}.0000367547{txt}  {c |}
   7 {c |}  {res}.0000205076{txt}  {c |}
   8 {c |}  {res}.0000410621{txt}  {c |}
   9 {c |}  {res}1.31095e-06{txt}  {c |}
  10 {c |}  {res}9.80037e-14{txt}  {c |}
  11 {c |}  {res}4.56843e-06{txt}  {c |}
  12 {c |}  {res}1.91783e-06{txt}  {c |}
  13 {c |}  {res}.0000126925{txt}  {c |}
  14 {c |}  {res}1.92143e-06{txt}  {c |}
  15 {c |}  {res}.0000394908{txt}  {c |}
  16 {c |}  {res}.0002743402{txt}  {c |}
  17 {c |}  {res}5.44151e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004004367    .0002994472    .0000631189    .0000329479    .0000147098    .0000112082    8.96433e-06    4.17913e-06    2.06285e-06    1.53851e-06    5.67856e-07    1.74074e-07    1.39868e-14   -1.59485e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-4.67981e-07   -1.34488e-06   -.0000108131{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0191969811   .0020322811   .0027378262   .0019921002   .0015631837    .006062569   .0045285304   .0064079694   .0011449656   3.13056e-07   .0021373877   .0013848586   .0035626538   .0013861552   .0062841688
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0165632175    .002332704{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.50440e-09   .0074153643   .8952612802   .0035805791   .0273716101   .0110363768   .1086982125   3.02659e-06   .0836996787   .4216612456   .8148676088   4.08360e-06   .6415041178   .3059751886
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0    .998763312{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -6.7394689
F-stat for first coefficient: 76.1597399
  {res}1
F-stat for IVed coefficients: 76.1597399

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     48,205    .0179649    .1328253          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with B
(71,994 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   38781
{txt}{col 55}F( 16, 38764) = {res}    8.66
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 79278.66594{txt}{col 55}Centered R2   = {res} -0.0023
{txt}Total (uncentered) SS   = {res}       82188{txt}{col 55}Uncentered R2 = {res}  0.0332
{txt}Residual SS             = {res} 79461.16072{txt}{col 55}Root MSE      = {res}   1.431

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9492428{col 26}{space 2}  .339685{col 37}{space 1}   -2.79{col 46}{space 3}0.005{col 54}{space 4}-1.615013{col 67}{space 3}-.2834724
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0315174{col 26}{space 2} .0213428{col 37}{space 1}    1.48{col 46}{space 3}0.140{col 54}{space 4}-.0103137{col 67}{space 3} .0733485
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0595317{col 26}{space 2} .0220864{col 37}{space 1}   -2.70{col 46}{space 3}0.007{col 54}{space 4}-.1028203{col 67}{space 3}-.0162431
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3609538{col 26}{space 2} .0722379{col 37}{space 1}   -5.00{col 46}{space 3}0.000{col 54}{space 4}-.5025375{col 67}{space 3}-.2193701
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0393366{col 26}{space 2} .0166612{col 37}{space 1}    2.36{col 46}{space 3}0.018{col 54}{space 4} .0066812{col 67}{space 3}  .071992
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .1562393{col 26}{space 2} .0660917{col 37}{space 1}    2.36{col 46}{space 3}0.018{col 54}{space 4}  .026702{col 67}{space 3} .2857766
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0286256{col 26}{space 2} .0348334{col 37}{space 1}    0.82{col 46}{space 3}0.411{col 54}{space 4}-.0396466{col 67}{space 3} .0968978
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0234366{col 26}{space 2} .0535419{col 37}{space 1}   -0.44{col 46}{space 3}0.662{col 54}{space 4}-.1283769{col 67}{space 3} .0815036
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0245314{col 26}{space 2}  .015154{col 37}{space 1}   -1.62{col 46}{space 3}0.105{col 54}{space 4}-.0542326{col 67}{space 3} .0051698
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000201{col 26}{space 2} 2.85e-06{col 37}{space 1}   -7.04{col 46}{space 3}0.000{col 54}{space 4}-.0000257{col 67}{space 3}-.0000145
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}  -.04154{col 26}{space 2} .0166181{col 37}{space 1}   -2.50{col 46}{space 3}0.012{col 54}{space 4} -.074111{col 67}{space 3}-.0089691
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0489314{col 26}{space 2} .0149333{col 37}{space 1}   -3.28{col 46}{space 3}0.001{col 54}{space 4}-.0782001{col 67}{space 3}-.0196626
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0095128{col 26}{space 2} .0480718{col 37}{space 1}    0.20{col 46}{space 3}0.843{col 54}{space 4}-.0847062{col 67}{space 3} .1037317
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0298286{col 26}{space 2} .0147901{col 37}{space 1}   -2.02{col 46}{space 3}0.044{col 54}{space 4}-.0588166{col 67}{space 3}-.0008406
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0766033{col 26}{space 2} .0541591{col 37}{space 1}    1.41{col 46}{space 3}0.157{col 54}{space 4}-.0295465{col 67}{space 3} .1827531
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2742278{col 26}{space 2}  .063533{col 37}{space 1}    4.32{col 46}{space 3}0.000{col 54}{space 4} .1497054{col 67}{space 3} .3987503
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} -.152433{col 26}{space 2} .0248251{col 37}{space 1}   -6.14{col 46}{space 3}0.000{col 54}{space 4}-.2010892{col 67}{space 3}-.1037768
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(255,525 observations deleted)
  {res}38,781
Nvar 17
N 38781
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       11.3 /        1 = {res:    11.27}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1704980788{txt}  {c |}
   2 {c |}  {res}.0040366757{txt}  {c |}
   3 {c |}  {res}.0156830692{txt}  {c |}
   4 {c |}  {res}.0267559187{txt}  {c |}
   5 {c |}  {res}.0100140685{txt}  {c |}
   6 {c |}  {res} .045658504{txt}  {c |}
   7 {c |}  {res}.0033238496{txt}  {c |}
   8 {c |}  {res}.0067488767{txt}  {c |}
   9 {c |}  {res}.0012295954{txt}  {c |}
  10 {c |}  {res}1.16766e-10{txt}  {c |}
  11 {c |}  {res}.0066059017{txt}  {c |}
  12 {c |}  {res}.0032387251{txt}  {c |}
  13 {c |}  {res} .004789723{txt}  {c |}
  14 {c |}  {res}.0001042329{txt}  {c |}
  15 {c |}  {res}.0178147129{txt}  {c |}
  16 {c |}  {res}.0160073379{txt}  {c |}
  17 {c |}  {res}.0207050113{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1801238605    .0626905797    .0318680845    .0203326229    .0177784238    .0120162288     .011442289    .0060504567    .0036562473    .0030013188    .0020136277    .0010252877    .0008512352    .0005395502
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 3.03287e-11   -.0000445393   -.0001309918{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.4129141301   .0635348382   .1252320614   .1635723653   .1000703178   .2136785061    .057652837   .0821515474   .0350655873   .0000108058   .0812766987   .0569097983   .0692078248    .010209453    .133471768
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1265201087   .1438923602{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0215113747   .6198489782   .6345223106   .0273355809   .6942531567   .4646639081   .6195298513   .7754256132   .4841858927   .0632502517   .6092853279   .3898959875   .8906732674    .003481684   .5660158486
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0301994638   .2894384874{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.21281866
F-stat for first coefficient: 5.28487999
  {res}1
F-stat for IVed coefficients: 5.28487999

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     38,781    -.273897    1.429797         -6          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   38781
{txt}{col 55}F( 16, 38764) = {res}  159.62
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 682.5448029{txt}{col 55}Centered R2   = {res}  0.0618
{txt}Total (uncentered) SS   = {res}         695{txt}{col 55}Uncentered R2 = {res}  0.0786
{txt}Residual SS             = {res} 640.3566284{txt}{col 55}Root MSE      = {res}   .1285

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1494259{col 26}{space 2} .0045565{col 37}{space 1}   32.79{col 46}{space 3}0.000{col 54}{space 4} .1404952{col 67}{space 3} .1583565
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .013084{col 26}{space 2} .0018729{col 37}{space 1}    6.99{col 46}{space 3}0.000{col 54}{space 4} .0094132{col 67}{space 3} .0167548
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0081617{col 26}{space 2} .0019654{col 37}{space 1}   -4.15{col 46}{space 3}0.000{col 54}{space 4}-.0120139{col 67}{space 3}-.0043096
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0002386{col 26}{space 2} .0064849{col 37}{space 1}    0.04{col 46}{space 3}0.971{col 54}{space 4}-.0124715{col 67}{space 3} .0129487
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0047608{col 26}{space 2} .0014886{col 37}{space 1}    3.20{col 46}{space 3}0.001{col 54}{space 4} .0018432{col 67}{space 3} .0076783
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0166777{col 26}{space 2} .0059067{col 37}{space 1}    2.82{col 46}{space 3}0.005{col 54}{space 4} .0051007{col 67}{space 3} .0282546
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0130019{col 26}{space 2} .0030992{col 37}{space 1}    4.20{col 46}{space 3}0.000{col 54}{space 4} .0069276{col 67}{space 3} .0190762
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0105275{col 26}{space 2} .0047949{col 37}{space 1}    2.20{col 46}{space 3}0.028{col 54}{space 4} .0011298{col 67}{space 3} .0199253
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0061351{col 26}{space 2} .0013493{col 37}{space 1}    4.55{col 46}{space 3}0.000{col 54}{space 4} .0034905{col 67}{space 3} .0087798
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-3.60e-07{col 26}{space 2} 2.56e-07{col 37}{space 1}   -1.41{col 46}{space 3}0.159{col 54}{space 4}-8.61e-07{col 67}{space 3} 1.41e-07
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0015185{col 26}{space 2} .0014916{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.0014049{col 67}{space 3} .0044419
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} -.000363{col 26}{space 2} .0013406{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.0029906{col 67}{space 3} .0022645
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0138674{col 26}{space 2} .0042949{col 37}{space 1}    3.23{col 46}{space 3}0.001{col 54}{space 4} .0054496{col 67}{space 3} .0222852
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0013842{col 26}{space 2} .0013267{col 37}{space 1}   -1.04{col 46}{space 3}0.297{col 54}{space 4}-.0039845{col 67}{space 3} .0012161
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0087579{col 26}{space 2} .0048545{col 37}{space 1}   -1.80{col 46}{space 3}0.071{col 54}{space 4}-.0182725{col 67}{space 3} .0007567
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1370368{col 26}{space 2} .0038429{col 37}{space 1}   35.66{col 46}{space 3}0.000{col 54}{space 4} .1295049{col 67}{space 3} .1445687
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0004351{col 26}{space 2} .0022278{col 37}{space 1}    0.20{col 46}{space 3}0.845{col 54}{space 4}-.0039314{col 67}{space 3} .0048015
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(255,525 observations deleted)
  {res}38,781
Nvar 17
N 38781
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       11.1 /        1 = {res:    11.14}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}  .00037294{txt}  {c |}
   2 {c |}  {res}3.67095e-06{txt}  {c |}
   3 {c |}  {res}8.13425e-06{txt}  {c |}
   4 {c |}  {res}4.92521e-06{txt}  {c |}
   5 {c |}  {res}2.66192e-06{txt}  {c |}
   6 {c |}  {res}.0000192868{txt}  {c |}
   7 {c |}  {res}.0000253053{txt}  {c |}
   8 {c |}  {res}.0000532806{txt}  {c |}
   9 {c |}  {res}2.06717e-06{txt}  {c |}
  10 {c |}  {res}1.10652e-13{txt}  {c |}
  11 {c |}  {res}3.90745e-06{txt}  {c |}
  12 {c |}  {res}1.61463e-06{txt}  {c |}
  13 {c |}  {res}.0000179352{txt}  {c |}
  14 {c |}  {res}1.24104e-06{txt}  {c |}
  15 {c |}  {res}.0000398921{txt}  {c |}
  16 {c |}  {res}.0002811142{txt}  {c |}
  17 {c |}  {res}3.95897e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004145151     .000285738    .0000731329    .0000364244    .0000187627    .0000120139    8.46159e-06    5.49524e-06    2.44625e-06    7.42760e-07    4.52614e-07    3.97191e-07   -7.47353e-15   -4.25529e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-7.32848e-07   -1.33431e-06   -.0000141543{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0193116533   .0019159731   .0028520609   .0022192814   .0016315384   .0043916767   .0050304345   .0072993578   .0014377672   3.32644e-07   .0019767279   .0012706825   .0042349937   .0011140182   .0063160155
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .016766461   .0019897149{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}1.02141e-14   8.55649e-12   .0042138441    .914383291   .0035231982   .0001461266   .0097478278   .1492303805   .0000197999   .2791075096   .4423644204   .7751132937   .0010585666   .2140451687   .1655573117
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}2.22045e-16   .8269111342{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 11.7212057
F-stat for first coefficient: 59.8704729
  {res}1
F-stat for IVed coefficients: 59.8704729

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     38,781    .0179211    .1326666          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with C
(40,794 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   43956
{txt}{col 55}F( 16, 43939) = {res}   17.14
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 88637.36955{txt}{col 55}Centered R2   = {res}  0.0034
{txt}Total (uncentered) SS   = {res}       91182{txt}{col 55}Uncentered R2 = {res}  0.0312
{txt}Residual SS             = {res} 88335.08871{txt}{col 55}Root MSE      = {res}   1.418

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.7059623{col 26}{space 2} .2919572{col 37}{space 1}   -2.42{col 46}{space 3}0.016{col 54}{space 4}-1.278188{col 67}{space 3}-.1337367
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .059011{col 26}{space 2} .0193328{col 37}{space 1}    3.05{col 46}{space 3}0.002{col 54}{space 4} .0211193{col 67}{space 3} .0969026
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1093308{col 26}{space 2} .0202815{col 37}{space 1}   -5.39{col 46}{space 3}0.000{col 54}{space 4}-.1490819{col 67}{space 3}-.0695798
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3921974{col 26}{space 2} .0691221{col 37}{space 1}   -5.67{col 46}{space 3}0.000{col 54}{space 4}-.5276743{col 67}{space 3}-.2567206
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0098649{col 26}{space 2} .0154359{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0203889{col 67}{space 3} .0401188
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2699907{col 26}{space 2} .0674343{col 37}{space 1}    4.00{col 46}{space 3}0.000{col 54}{space 4} .1378219{col 67}{space 3} .4021594
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0307125{col 26}{space 2} .0322932{col 37}{space 1}   -0.95{col 46}{space 3}0.342{col 54}{space 4}-.0940061{col 67}{space 3}  .032581
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0267655{col 26}{space 2} .0502404{col 37}{space 1}   -0.53{col 46}{space 3}0.594{col 54}{space 4}-.1252349{col 67}{space 3} .0717039
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0176207{col 26}{space 2} .0140086{col 37}{space 1}   -1.26{col 46}{space 3}0.208{col 54}{space 4}-.0450771{col 67}{space 3} .0098358
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000294{col 26}{space 2} 2.62e-06{col 37}{space 1}  -11.19{col 46}{space 3}0.000{col 54}{space 4}-.0000345{col 67}{space 3}-.0000242
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0806917{col 26}{space 2} .0154487{col 37}{space 1}   -5.22{col 46}{space 3}0.000{col 54}{space 4}-.1109706{col 67}{space 3}-.0504127
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0452349{col 26}{space 2} .0138919{col 37}{space 1}   -3.26{col 46}{space 3}0.001{col 54}{space 4}-.0724625{col 67}{space 3}-.0180073
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0336698{col 26}{space 2} .0425488{col 37}{space 1}    0.79{col 46}{space 3}0.429{col 54}{space 4}-.0497243{col 67}{space 3}  .117064
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0419369{col 26}{space 2} .0137671{col 37}{space 1}   -3.05{col 46}{space 3}0.002{col 54}{space 4}-.0689199{col 67}{space 3}-.0149539
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1184083{col 26}{space 2}  .050779{col 37}{space 1}    2.33{col 46}{space 3}0.020{col 54}{space 4} .0188833{col 67}{space 3} .2179332
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1962941{col 26}{space 2} .0576927{col 37}{space 1}    3.40{col 46}{space 3}0.001{col 54}{space 4} .0832185{col 67}{space 3} .3093697
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0428273{col 26}{space 2} .0230694{col 37}{space 1}   -1.86{col 46}{space 3}0.063{col 54}{space 4}-.0880426{col 67}{space 3} .0023879
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(250,350 observations deleted)
  {res}43,956
Nvar 17
N 43956
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       13.6 /        1 = {res:   13.599}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1132248662{txt}  {c |}
   2 {c |}  {res}.0030665902{txt}  {c |}
   3 {c |}  {res} .012536008{txt}  {c |}
   4 {c |}  {res} .027999435{txt}  {c |}
   5 {c |}  {res}.0089152961{txt}  {c |}
   6 {c |}  {res}.0307755904{txt}  {c |}
   7 {c |}  {res}.0025673958{txt}  {c |}
   8 {c |}  {res}.0042454756{txt}  {c |}
   9 {c |}  {res}.0010433985{txt}  {c |}
  10 {c |}  {res}1.30550e-10{txt}  {c |}
  11 {c |}  {res}.0067457435{txt}  {c |}
  12 {c |}  {res}.0026304648{txt}  {c |}
  13 {c |}  {res}.0036097701{txt}  {c |}
  14 {c |}  {res}.0002818015{txt}  {c |}
  15 {c |}  {res}.0158629096{txt}  {c |}
  16 {c |}  {res}.0161579238{txt}  {c |}
  17 {c |}  {res}.0198407573{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1171145091    .0540875256    .0293659863    .0193357008    .0167895229    .0116305031    .0086231639    .0046840014    .0024423666    .0020825368     .001641149    .0010447274    .0005996773    .0003108385
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.45259e-11   -.0000737206   -.0001750614{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3364890284   .0553768022   .1119643156    .167330317   .0944208458   .1754297306   .0506694764   .0651573142   .0323016795   .0000114259    .082132475   .0512880572   .0600813623   .0167869434   .1259480433
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1271138224   .1408572231{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0359029532   .2865927515   .3288270214   .0190857715   .9167899901   .1237982847   .5444251786   .6812319394   .5854076263   .0101715921   .3258745548   .3777892237   .5752040463   .0124830641   .3471479103
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1225304697   .7610915891{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.9499645
F-stat for first coefficient: 4.40170813
  {res}1
F-stat for IVed coefficients: 4.40170813

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     43,956   -.2406042    1.420052         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   43956
{txt}{col 55}F( 16, 43939) = {res}  204.38
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res}  776.765743{txt}{col 55}Centered R2   = {res}  0.0693
{txt}Total (uncentered) SS   = {res}         791{txt}{col 55}Uncentered R2 = {res}  0.0860
{txt}Residual SS             = {res} 722.9617173{txt}{col 55}Root MSE      = {res}   .1282

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1682221{col 26}{space 2} .0044432{col 37}{space 1}   37.86{col 46}{space 3}0.000{col 54}{space 4} .1595136{col 67}{space 3} .1769306
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .010952{col 26}{space 2} .0017251{col 37}{space 1}    6.35{col 46}{space 3}0.000{col 54}{space 4} .0075708{col 67}{space 3} .0143332
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2} -.006742{col 26}{space 2} .0018259{col 37}{space 1}   -3.69{col 46}{space 3}0.000{col 54}{space 4}-.0103208{col 67}{space 3}-.0031633
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0001735{col 26}{space 2} .0062533{col 37}{space 1}   -0.03{col 46}{space 3}0.978{col 54}{space 4}-.0124297{col 67}{space 3} .0120826
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0056501{col 26}{space 2} .0013877{col 37}{space 1}    4.07{col 46}{space 3}0.000{col 54}{space 4} .0029302{col 67}{space 3} .0083699
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0129828{col 26}{space 2} .0060875{col 37}{space 1}    2.13{col 46}{space 3}0.033{col 54}{space 4} .0010516{col 67}{space 3} .0249141
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0112343{col 26}{space 2} .0029047{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0055412{col 67}{space 3} .0169275
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0061935{col 26}{space 2} .0045411{col 37}{space 1}    1.36{col 46}{space 3}0.173{col 54}{space 4}-.0027069{col 67}{space 3} .0150939
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0048697{col 26}{space 2}  .001262{col 37}{space 1}    3.86{col 46}{space 3}0.000{col 54}{space 4} .0023963{col 67}{space 3} .0073432
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-2.49e-07{col 26}{space 2} 2.37e-07{col 37}{space 1}   -1.05{col 46}{space 3}0.295{col 54}{space 4}-7.14e-07{col 67}{space 3} 2.17e-07
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0024252{col 26}{space 2} .0013964{col 37}{space 1}    1.74{col 46}{space 3}0.082{col 54}{space 4}-.0003117{col 67}{space 3}  .005162
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0003396{col 26}{space 2} .0012567{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.0028027{col 67}{space 3} .0021235
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0148249{col 26}{space 2} .0038291{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4}   .00732{col 67}{space 3} .0223297
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0007638{col 26}{space 2} .0012454{col 37}{space 1}   -0.61{col 46}{space 3}0.540{col 54}{space 4}-.0032047{col 67}{space 3}  .001677
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0022527{col 26}{space 2} .0045932{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.0112552{col 67}{space 3} .0067498
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1435962{col 26}{space 2} .0035555{col 37}{space 1}   40.39{col 46}{space 3}0.000{col 54}{space 4} .1366275{col 67}{space 3} .1505649
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0010478{col 26}{space 2}  .002088{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.0051402{col 67}{space 3} .0030446
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(250,350 observations deleted)
  {res}43,956
Nvar 17
N 43956
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       13.8 /        1 = {res:   13.774}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0004262478{txt}  {c |}
   2 {c |}  {res}5.85257e-06{txt}  {c |}
   3 {c |}  {res} .000010075{txt}  {c |}
   4 {c |}  {res}3.80395e-06{txt}  {c |}
   5 {c |}  {res}2.16731e-06{txt}  {c |}
   6 {c |}  {res}.0000324683{txt}  {c |}
   7 {c |}  {res}.0000244974{txt}  {c |}
   8 {c |}  {res}.0000475193{txt}  {c |}
   9 {c |}  {res}8.63039e-07{txt}  {c |}
  10 {c |}  {res}5.83659e-14{txt}  {c |}
  11 {c |}  {res}5.01628e-06{txt}  {c |}
  12 {c |}  {res}1.91719e-06{txt}  {c |}
  13 {c |}  {res}.0000124914{txt}  {c |}
  14 {c |}  {res}2.41808e-06{txt}  {c |}
  15 {c |}  {res}.0000484652{txt}  {c |}
  16 {c |}  {res}.0003909163{txt}  {c |}
  17 {c |}  {res}6.29678e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004695739    .0004086433    .0000724314     .000030426    .0000186088    .0000133019    .0000107993    3.68618e-06    2.64070e-06    1.16620e-06    7.93642e-07    2.56964e-07    1.60901e-07   -4.35937e-17
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-2.62696e-07   -1.63768e-06   -9.57310e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0206457694   .0024192093   .0031741106   .0019503722   .0014721774   .0056980922   .0049494848   .0068934213   .0009289988   2.41590e-07   .0022397049   .0013846257   .0035343171   .0015550187   .0069616962
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0197716026   .0025093395{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}4.44089e-16   5.97964e-06    .033664742   .9290982871   .0001240942   .0226996981   .0232196127   .3689377304   1.58907e-07   .3036054447   .2788935395    .806253884   .0000273419   .6232833158   .7462506825
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}3.79252e-13   .6762743285{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 9.68199651
F-stat for first coefficient: 66.3902033
  {res}1
F-stat for IVed coefficients: 66.3902033

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     43,956    .0179953    .1329355          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with D
(48,786 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   43071
{txt}{col 55}F( 16, 43054) = {res}   22.05
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 84529.48852{txt}{col 55}Centered R2   = {res} -0.0032
{txt}Total (uncentered) SS   = {res}       87600{txt}{col 55}Uncentered R2 = {res}  0.0320
{txt}Residual SS             = {res} 84795.87508{txt}{col 55}Root MSE      = {res}   1.403

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.280106{col 26}{space 2} .3304188{col 37}{space 1}   -3.87{col 46}{space 3}0.000{col 54}{space 4}-1.927715{col 67}{space 3}-.6324971
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .082668{col 26}{space 2} .0193893{col 37}{space 1}    4.26{col 46}{space 3}0.000{col 54}{space 4} .0446657{col 67}{space 3} .1206704
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1490464{col 26}{space 2}  .020267{col 37}{space 1}   -7.35{col 46}{space 3}0.000{col 54}{space 4} -.188769{col 67}{space 3}-.1093239
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3571419{col 26}{space 2} .0691873{col 37}{space 1}   -5.16{col 46}{space 3}0.000{col 54}{space 4}-.4927466{col 67}{space 3}-.2215373
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0051295{col 26}{space 2} .0151346{col 37}{space 1}    0.34{col 46}{space 3}0.735{col 54}{space 4}-.0245338{col 67}{space 3} .0347929
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .1950574{col 26}{space 2} .0576133{col 37}{space 1}    3.39{col 46}{space 3}0.001{col 54}{space 4} .0821374{col 67}{space 3} .3079775
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0000774{col 26}{space 2} .0328324{col 37}{space 1}   -0.00{col 46}{space 3}0.998{col 54}{space 4}-.0644277{col 67}{space 3} .0642728
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0421442{col 26}{space 2} .0521772{col 37}{space 1}   -0.81{col 46}{space 3}0.419{col 54}{space 4}-.1444096{col 67}{space 3} .0601212
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0164806{col 26}{space 2} .0140234{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4}-.0439659{col 67}{space 3} .0110047
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2} -.000026{col 26}{space 2} 2.64e-06{col 37}{space 1}   -9.85{col 46}{space 3}0.000{col 54}{space 4}-.0000311{col 67}{space 3}-.0000208
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} -.141615{col 26}{space 2} .0156491{col 37}{space 1}   -9.05{col 46}{space 3}0.000{col 54}{space 4}-.1722866{col 67}{space 3}-.1109434
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} -.037427{col 26}{space 2} .0138821{col 37}{space 1}   -2.70{col 46}{space 3}0.007{col 54}{space 4}-.0646354{col 67}{space 3}-.0102186
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0228604{col 26}{space 2} .0442604{col 37}{space 1}    0.52{col 46}{space 3}0.606{col 54}{space 4}-.0638883{col 67}{space 3} .1096091
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.040453{col 26}{space 2}  .013757{col 37}{space 1}   -2.94{col 46}{space 3}0.003{col 54}{space 4}-.0674162{col 67}{space 3}-.0134898
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .2026724{col 26}{space 2} .0525697{col 37}{space 1}    3.86{col 46}{space 3}0.000{col 54}{space 4} .0996376{col 67}{space 3} .3057072
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2977765{col 26}{space 2} .0572534{col 37}{space 1}    5.20{col 46}{space 3}0.000{col 54}{space 4} .1855619{col 67}{space 3} .4099912
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0549104{col 26}{space 2} .0232974{col 37}{space 1}   -2.36{col 46}{space 3}0.018{col 54}{space 4}-.1005724{col 67}{space 3}-.0092484
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(251,235 observations deleted)
  {res}43,071
Nvar 17
N 43071
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       13.2 /        1 = {res:   13.179}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1050993755{txt}  {c |}
   2 {c |}  {res}.0035725705{txt}  {c |}
   3 {c |}  {res}.0127290169{txt}  {c |}
   4 {c |}  {res} .025271658{txt}  {c |}
   5 {c |}  {res}.0079504491{txt}  {c |}
   6 {c |}  {res}.0419352551{txt}  {c |}
   7 {c |}  {res} .002204555{txt}  {c |}
   8 {c |}  {res}.0051702553{txt}  {c |}
   9 {c |}  {res}.0011000976{txt}  {c |}
  10 {c |}  {res}1.29424e-10{txt}  {c |}
  11 {c |}  {res} .006159911{txt}  {c |}
  12 {c |}  {res}.0025838606{txt}  {c |}
  13 {c |}  {res} .004293894{txt}  {c |}
  14 {c |}  {res}.0001522842{txt}  {c |}
  15 {c |}  {res} .015203029{txt}  {c |}
  16 {c |}  {res}.0144402636{txt}  {c |}
  17 {c |}  {res}.0176191018{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1184386587    .0555686402    .0256752761    .0188377851    .0129611911    .0118796167    .0092188432    .0040112029    .0034245355    .0024591053      .00145253    .0007545062    .0006182688    .0003616336
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.85944e-11   -.0000298843   -.0001463317{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3241903383   .0597709835   .1128229451   .1589706198   .0891652907    .204780993   .0469526892   .0719044875   .0331677198   .0000113765   .0784851002   .0508316893    .065527811   .0123403502   .1233005635
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1201676479   .1327369646{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0000786015   .1666404563   .1864797483    .024666188   .9541242586   .3408346993   .9986842411   .5577994009   .6192696587   .0224107442   .0711756781   .4615527657   .7271902463   .0010450525   .1002327416
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0132117749   .6791098594{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.60684686
F-stat for first coefficient: 15.5916372
  {res}1
F-stat for IVed coefficients: 15.5916372

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     43,071    -.267001    1.400931         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   43071
{txt}{col 55}F( 16, 43054) = {res}  179.66
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 747.5542709{txt}{col 55}Centered R2   = {res}  0.0626
{txt}Total (uncentered) SS   = {res}         761{txt}{col 55}Uncentered R2 = {res}  0.0792
{txt}Residual SS             = {res} 700.7665231{txt}{col 55}Root MSE      = {res}   .1276

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1467163{col 26}{space 2}  .004407{col 37}{space 1}   33.29{col 46}{space 3}0.000{col 54}{space 4} .1380788{col 67}{space 3} .1553539
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .012741{col 26}{space 2} .0017196{col 37}{space 1}    7.41{col 46}{space 3}0.000{col 54}{space 4} .0093707{col 67}{space 3} .0161113
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0091226{col 26}{space 2} .0018211{col 37}{space 1}   -5.01{col 46}{space 3}0.000{col 54}{space 4}-.0126919{col 67}{space 3}-.0055533
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}  .000822{col 26}{space 2} .0062897{col 37}{space 1}    0.13{col 46}{space 3}0.896{col 54}{space 4}-.0115056{col 67}{space 3} .0131496
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0044875{col 26}{space 2} .0013688{col 37}{space 1}    3.28{col 46}{space 3}0.001{col 54}{space 4} .0018047{col 67}{space 3} .0071703
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0111609{col 26}{space 2} .0052247{col 37}{space 1}    2.14{col 46}{space 3}0.033{col 54}{space 4} .0009207{col 67}{space 3} .0214011
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0076296{col 26}{space 2} .0029772{col 37}{space 1}    2.56{col 46}{space 3}0.010{col 54}{space 4} .0017944{col 67}{space 3} .0134647
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .015102{col 26}{space 2} .0047184{col 37}{space 1}    3.20{col 46}{space 3}0.001{col 54}{space 4} .0058541{col 67}{space 3}   .02435
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}  .004573{col 26}{space 2} .0012686{col 37}{space 1}    3.60{col 46}{space 3}0.000{col 54}{space 4} .0020865{col 67}{space 3} .0070595
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.68e-07{col 26}{space 2} 2.39e-07{col 37}{space 1}   -2.38{col 46}{space 3}0.018{col 54}{space 4}-1.04e-06{col 67}{space 3}-9.93e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0015908{col 26}{space 2}  .001422{col 37}{space 1}    1.12{col 46}{space 3}0.263{col 54}{space 4}-.0011962{col 67}{space 3} .0043778
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0004059{col 26}{space 2} .0012619{col 37}{space 1}   -0.32{col 46}{space 3}0.748{col 54}{space 4}-.0028793{col 67}{space 3} .0020675
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0118235{col 26}{space 2} .0040088{col 37}{space 1}    2.95{col 46}{space 3}0.003{col 54}{space 4} .0039663{col 67}{space 3} .0196806
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006432{col 26}{space 2} .0012506{col 37}{space 1}   -0.51{col 46}{space 3}0.607{col 54}{space 4}-.0030942{col 67}{space 3} .0018079
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0106651{col 26}{space 2}  .004767{col 37}{space 1}   -2.24{col 46}{space 3}0.025{col 54}{space 4}-.0200083{col 67}{space 3}-.0013219
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1324373{col 26}{space 2} .0033345{col 37}{space 1}   39.72{col 46}{space 3}0.000{col 54}{space 4} .1259018{col 67}{space 3} .1389728
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0013117{col 26}{space 2} .0021159{col 37}{space 1}    0.62{col 46}{space 3}0.535{col 54}{space 4}-.0028354{col 67}{space 3} .0054589
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(251,235 observations deleted)
  {res}43,071
Nvar 17
N 43071
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       13.2 /        1 = {res:   13.229}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0002499592{txt}  {c |}
   2 {c |}  {res}2.36821e-06{txt}  {c |}
   3 {c |}  {res}7.24620e-06{txt}  {c |}
   4 {c |}  {res}3.95549e-06{txt}  {c |}
   5 {c |}  {res}1.86027e-06{txt}  {c |}
   6 {c |}  {res}.0000515647{txt}  {c |}
   7 {c |}  {res}.0000199589{txt}  {c |}
   8 {c |}  {res}.0000303262{txt}  {c |}
   9 {c |}  {res}1.53936e-06{txt}  {c |}
  10 {c |}  {res}9.92569e-14{txt}  {c |}
  11 {c |}  {res}4.82616e-06{txt}  {c |}
  12 {c |}  {res}1.80161e-06{txt}  {c |}
  13 {c |}  {res} .000017772{txt}  {c |}
  14 {c |}  {res}1.07126e-06{txt}  {c |}
  15 {c |}  {res}.0000362104{txt}  {c |}
  16 {c |}  {res} .000265685{txt}  {c |}
  17 {c |}  {res}7.84441e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003317753    .0002393191    .0000572106    .0000424033    .0000182671    .0000130344    7.19210e-06    3.47053e-06    2.08197e-06    7.24794e-07    3.88767e-07    2.66145e-08    1.81726e-14   -1.76394e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-7.13321e-07   -3.05147e-06   -7.96420e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0158100972   .0015388989   .0026918773   .0019888411   .0013639155   .0071808535   .0044675347   .0055069253    .001240708   3.15051e-07    .002196852   .0013422414   .0042156829   .0010350191   .0060175076
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0162998471   .0028007878{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   2.22045e-16   .0007016595   .6793966537   .0010013468   .1201221137    .087677783    .006099718   .0002279725    .071436205   .4689773442   .7623500078   .0050373121   .5343327212   .0763381405
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}4.44089e-16   .6395402924{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 113.80691
F-stat for first coefficient: 86.1167877
  {res}1
F-stat for IVed coefficients: 86.1167877

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     43,071    .0176685    .1317449          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with E
(4,324 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51360
{txt}{col 55}F( 16, 51343) = {res}   15.87
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res}  102811.424{txt}{col 55}Centered R2   = {res} -0.0021
{txt}Total (uncentered) SS   = {res}      106556{txt}{col 55}Uncentered R2 = {res}  0.0331
{txt}Residual SS             = {res} 103026.6129{txt}{col 55}Root MSE      = {res}   1.416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.005564{col 26}{space 2} .2756201{col 37}{space 1}   -3.65{col 46}{space 3}0.000{col 54}{space 4} -1.54577{col 67}{space 3}-.4653588
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0683917{col 26}{space 2} .0177456{col 37}{space 1}    3.85{col 46}{space 3}0.000{col 54}{space 4}  .033611{col 67}{space 3} .1031724
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2} -.125283{col 26}{space 2} .0186338{col 37}{space 1}   -6.72{col 46}{space 3}0.000{col 54}{space 4}-.1618045{col 67}{space 3}-.0887614
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3684595{col 26}{space 2} .0662899{col 37}{space 1}   -5.56{col 46}{space 3}0.000{col 54}{space 4}-.4983854{col 67}{space 3}-.2385336
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .049427{col 26}{space 2} .0141651{col 37}{space 1}    3.49{col 46}{space 3}0.000{col 54}{space 4}  .021664{col 67}{space 3} .0771901
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .1790518{col 26}{space 2} .0578784{col 37}{space 1}    3.09{col 46}{space 3}0.002{col 54}{space 4} .0656122{col 67}{space 3} .2924913
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0014164{col 26}{space 2} .0295054{col 37}{space 1}   -0.05{col 46}{space 3}0.962{col 54}{space 4}-.0592458{col 67}{space 3}  .056413
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}   .01135{col 26}{space 2} .0476594{col 37}{space 1}    0.24{col 46}{space 3}0.812{col 54}{space 4}-.0820606{col 67}{space 3} .1047607
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0204888{col 26}{space 2} .0129621{col 37}{space 1}   -1.58{col 46}{space 3}0.114{col 54}{space 4}-.0458941{col 67}{space 3} .0049164
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000239{col 26}{space 2} 2.45e-06{col 37}{space 1}   -9.76{col 46}{space 3}0.000{col 54}{space 4}-.0000287{col 67}{space 3}-.0000191
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0691495{col 26}{space 2}  .014338{col 37}{space 1}   -4.82{col 46}{space 3}0.000{col 54}{space 4}-.0972514{col 67}{space 3}-.0410476
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0349165{col 26}{space 2} .0128375{col 37}{space 1}   -2.72{col 46}{space 3}0.007{col 54}{space 4}-.0600776{col 67}{space 3}-.0097554
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0411213{col 26}{space 2} .0407423{col 37}{space 1}    1.01{col 46}{space 3}0.313{col 54}{space 4}-.0387322{col 67}{space 3} .1209748
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0308741{col 26}{space 2} .0127065{col 37}{space 1}   -2.43{col 46}{space 3}0.015{col 54}{space 4}-.0557785{col 67}{space 3}-.0059698
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0679408{col 26}{space 2} .0480292{col 37}{space 1}    1.41{col 46}{space 3}0.157{col 54}{space 4}-.0261948{col 67}{space 3} .1620764
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2268166{col 26}{space 2} .0519741{col 37}{space 1}    4.36{col 46}{space 3}0.000{col 54}{space 4} .1249492{col 67}{space 3}  .328684
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1328714{col 26}{space 2} .0213788{col 37}{space 1}   -6.22{col 46}{space 3}0.000{col 54}{space 4}-.1747731{col 67}{space 3}-.0909697
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,946 observations deleted)
  {res}51,360
Nvar 17
N 51360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       18.2 /        1 = {res:   18.206}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0926368625{txt}  {c |}
   2 {c |}  {res}.0029467229{txt}  {c |}
   3 {c |}  {res}.0117552047{txt}  {c |}
   4 {c |}  {res} .026640023{txt}  {c |}
   5 {c |}  {res}.0079216667{txt}  {c |}
   6 {c |}  {res}.0440715762{txt}  {c |}
   7 {c |}  {res}.0022793136{txt}  {c |}
   8 {c |}  {res}.0042060966{txt}  {c |}
   9 {c |}  {res}.0010031285{txt}  {c |}
  10 {c |}  {res}1.22493e-10{txt}  {c |}
  11 {c |}  {res}.0055982413{txt}  {c |}
  12 {c |}  {res}.0023871706{txt}  {c |}
  13 {c |}  {res}.0038585266{txt}  {c |}
  14 {c |}  {res}.0001160105{txt}  {c |}
  15 {c |}  {res}.0156771986{txt}  {c |}
  16 {c |}  {res}.0130256543{txt}  {c |}
  17 {c |}  {res}.0175912111{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1069291481    .0529581886    .0271836459    .0162062641     .015279221    .0115668273    .0082773155    .0051303677    .0026953937    .0021116265    .0013696528    .0010388702     .000696312    .0004658353
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.16684e-11   -.0000606046   -.0001334561{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3043630439   .0542837257   .1084214217   .1632177167   .0890037452   .2099323134   .0477421571   .0648544263   .0316722041   .0000110677   .0748213963     .04885868   .0621170396   .0107708184   .1252086202
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1141299886   .1326318629{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .000953731   .2077077554   .2478781651   .0239785802   .5786646339   .3937134831   .9763323304   .8610735179   .5176954503   .0305228274   .3553853232   .4748301677   .5079732287   .0041508791    .587390888
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0468832702   .3164373984{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.63741916
F-stat for first coefficient: 10.9153034
  {res}1
F-stat for IVed coefficients: 10.9153034

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,360   -.2700156    1.414857         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51360
{txt}{col 55}F( 16, 51343) = {res}  219.79
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 905.4485202{txt}{col 55}Centered R2   = {res}  0.0641
{txt}Total (uncentered) SS   = {res}         922{txt}{col 55}Uncentered R2 = {res}  0.0809
{txt}Residual SS             = {res} 847.4066375{txt}{col 55}Root MSE      = {res}   .1284

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1666908{col 26}{space 2} .0041667{col 37}{space 1}   40.01{col 46}{space 3}0.000{col 54}{space 4} .1585242{col 67}{space 3} .1748574
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .012498{col 26}{space 2} .0015783{col 37}{space 1}    7.92{col 46}{space 3}0.000{col 54}{space 4} .0094046{col 67}{space 3} .0155914
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2} -.008424{col 26}{space 2} .0016759{col 37}{space 1}   -5.03{col 46}{space 3}0.000{col 54}{space 4}-.0117087{col 67}{space 3}-.0051392
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002014{col 26}{space 2}  .006012{col 37}{space 1}   -0.03{col 46}{space 3}0.973{col 54}{space 4}-.0119847{col 67}{space 3} .0115818
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0047504{col 26}{space 2} .0012792{col 37}{space 1}    3.71{col 46}{space 3}0.000{col 54}{space 4} .0022433{col 67}{space 3} .0072575
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0149245{col 26}{space 2} .0052333{col 37}{space 1}    2.85{col 46}{space 3}0.004{col 54}{space 4} .0046673{col 67}{space 3} .0251817
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0101801{col 26}{space 2} .0026627{col 37}{space 1}    3.82{col 46}{space 3}0.000{col 54}{space 4} .0049613{col 67}{space 3}  .015399
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0100378{col 26}{space 2} .0043138{col 37}{space 1}    2.33{col 46}{space 3}0.020{col 54}{space 4} .0015828{col 67}{space 3} .0184928
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052944{col 26}{space 2} .0011692{col 37}{space 1}    4.53{col 46}{space 3}0.000{col 54}{space 4} .0030028{col 67}{space 3} .0075861
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.96e-07{col 26}{space 2} 2.22e-07{col 37}{space 1}   -2.24{col 46}{space 3}0.025{col 54}{space 4}-9.32e-07{col 67}{space 3}-6.13e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0012326{col 26}{space 2} .0013002{col 37}{space 1}    0.95{col 46}{space 3}0.343{col 54}{space 4}-.0013158{col 67}{space 3} .0037809
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002025{col 26}{space 2} .0011642{col 37}{space 1}    0.17{col 46}{space 3}0.862{col 54}{space 4}-.0020794{col 67}{space 3} .0024844
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .014164{col 26}{space 2} .0036781{col 37}{space 1}    3.85{col 46}{space 3}0.000{col 54}{space 4} .0069551{col 67}{space 3} .0213729
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.000711{col 26}{space 2} .0011523{col 37}{space 1}   -0.62{col 46}{space 3}0.537{col 54}{space 4}-.0029694{col 67}{space 3} .0015474
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0061199{col 26}{space 2} .0043528{col 37}{space 1}   -1.41{col 46}{space 3}0.160{col 54}{space 4}-.0146512{col 67}{space 3} .0024114
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1345949{col 26}{space 2} .0032837{col 37}{space 1}   40.99{col 46}{space 3}0.000{col 54}{space 4}  .128159{col 67}{space 3} .1410307
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0008376{col 26}{space 2} .0019378{col 37}{space 1}    0.43{col 46}{space 3}0.666{col 54}{space 4}-.0029605{col 67}{space 3} .0046357
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,946 observations deleted)
  {res}51,360
Nvar 17
N 51360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       18.1 /        1 = {res:   18.142}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003953767{txt}  {c |}
   2 {c |}  {res}3.45892e-06{txt}  {c |}
   3 {c |}  {res}7.10608e-06{txt}  {c |}
   4 {c |}  {res}4.07636e-06{txt}  {c |}
   5 {c |}  {res}1.82822e-06{txt}  {c |}
   6 {c |}  {res}.0000488388{txt}  {c |}
   7 {c |}  {res}.0000180064{txt}  {c |}
   8 {c |}  {res}.0000385436{txt}  {c |}
   9 {c |}  {res}1.12109e-06{txt}  {c |}
  10 {c |}  {res}8.47569e-14{txt}  {c |}
  11 {c |}  {res}4.21329e-06{txt}  {c |}
  12 {c |}  {res}1.82231e-06{txt}  {c |}
  13 {c |}  {res}.0000125463{txt}  {c |}
  14 {c |}  {res}1.65955e-06{txt}  {c |}
  15 {c |}  {res}.0000389525{txt}  {c |}
  16 {c |}  {res}.0002500205{txt}  {c |}
  17 {c |}  {res}5.32264e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res}  .000423933    .0002752954    .0000705845    .0000330266    .0000147099    .0000104082    8.17826e-06    3.55129e-06    1.81589e-06    1.12001e-06    1.01085e-06    1.46896e-07    9.60057e-15   -2.67193e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-3.03063e-07   -1.19219e-06   -9.12509e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .019884081   .0018598171   .0026657235   .0020190001    .001352117   .0069884777   .0042433901   .0062083509   .0010588139   2.91130e-07   .0020526304   .0013499294   .0035420758   .0012882347   .0062411923
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0158120371   .0023070853{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.81681e-11   .0015771052    .920525034   .0004425749   .0327131133    .016437577   .1059171953   5.72271e-07   .0881472005   .5481839163   .8807542572    .000063669   .5810060538   .3268065751
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .7165719619{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -14.3751164
F-stat for first coefficient: 70.2768406
  {res}1
F-stat for IVed coefficients: 70.2768406

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,360    .0179517    .1327772          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with F
(22,344 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48516
{txt}{col 55}F( 16, 48499) = {res}   17.07
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 98286.90335{txt}{col 55}Centered R2   = {res} -0.0009
{txt}Total (uncentered) SS   = {res}      101539{txt}{col 55}Uncentered R2 = {res}  0.0312
{txt}Residual SS             = {res} 98370.83706{txt}{col 55}Root MSE      = {res}   1.424

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9613721{col 26}{space 2} .2814125{col 37}{space 1}   -3.42{col 46}{space 3}0.001{col 54}{space 4}-1.512931{col 67}{space 3}-.4098137
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0674851{col 26}{space 2} .0185758{col 37}{space 1}    3.63{col 46}{space 3}0.000{col 54}{space 4} .0310771{col 67}{space 3}  .103893
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1232044{col 26}{space 2} .0194411{col 37}{space 1}   -6.34{col 46}{space 3}0.000{col 54}{space 4}-.1613081{col 67}{space 3}-.0851006
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} -.393848{col 26}{space 2} .0676185{col 37}{space 1}   -5.82{col 46}{space 3}0.000{col 54}{space 4}-.5263778{col 67}{space 3}-.2613182
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0168219{col 26}{space 2} .0145759{col 37}{space 1}    1.15{col 46}{space 3}0.248{col 54}{space 4}-.0117464{col 67}{space 3} .0453902
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2827741{col 26}{space 2} .0582931{col 37}{space 1}    4.85{col 46}{space 3}0.000{col 54}{space 4} .1685217{col 67}{space 3} .3970266
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0202507{col 26}{space 2} .0307096{col 37}{space 1}   -0.66{col 46}{space 3}0.510{col 54}{space 4}-.0804404{col 67}{space 3}  .039939
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .025416{col 26}{space 2} .0496808{col 37}{space 1}    0.51{col 46}{space 3}0.609{col 54}{space 4}-.0719566{col 67}{space 3} .1227886
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0288034{col 26}{space 2} .0134165{col 37}{space 1}   -2.15{col 46}{space 3}0.032{col 54}{space 4}-.0550992{col 67}{space 3}-.0025076
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000245{col 26}{space 2} 2.55e-06{col 37}{space 1}   -9.60{col 46}{space 3}0.000{col 54}{space 4}-.0000295{col 67}{space 3}-.0000195
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0896584{col 26}{space 2} .0148143{col 37}{space 1}   -6.05{col 46}{space 3}0.000{col 54}{space 4}-.1186939{col 67}{space 3}-.0606229
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} -.056507{col 26}{space 2} .0132872{col 37}{space 1}   -4.25{col 46}{space 3}0.000{col 54}{space 4}-.0825494{col 67}{space 3}-.0304646
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0247923{col 26}{space 2} .0424465{col 37}{space 1}    0.58{col 46}{space 3}0.559{col 54}{space 4}-.0584012{col 67}{space 3} .1079858
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.032526{col 26}{space 2} .0131372{col 37}{space 1}   -2.48{col 46}{space 3}0.013{col 54}{space 4}-.0582743{col 67}{space 3}-.0067776
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0590301{col 26}{space 2} .0500043{col 37}{space 1}    1.18{col 46}{space 3}0.238{col 54}{space 4}-.0389766{col 67}{space 3} .1570367
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1978975{col 26}{space 2} .0541919{col 37}{space 1}    3.65{col 46}{space 3}0.000{col 54}{space 4} .0916832{col 67}{space 3} .3041117
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0711807{col 26}{space 2} .0220328{col 37}{space 1}   -3.23{col 46}{space 3}0.001{col 54}{space 4}-.1143641{col 67}{space 3}-.0279972
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(245,790 observations deleted)
  {res}48,516
Nvar 17
N 48516
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.3 /        1 = {res:   16.347}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1005359886{txt}  {c |}
   2 {c |}  {res}.0032165649{txt}  {c |}
   3 {c |}  {res}.0122942441{txt}  {c |}
   4 {c |}  {res}.0267964925{txt}  {c |}
   5 {c |}  {res}.0078938268{txt}  {c |}
   6 {c |}  {res}.0432034836{txt}  {c |}
   7 {c |}  {res}.0022624619{txt}  {c |}
   8 {c |}  {res} .004742657{txt}  {c |}
   9 {c |}  {res}.0009883165{txt}  {c |}
  10 {c |}  {res}1.22898e-10{txt}  {c |}
  11 {c |}  {res}.0057178015{txt}  {c |}
  12 {c |}  {res}.0025200817{txt}  {c |}
  13 {c |}  {res}.0040795342{txt}  {c |}
  14 {c |}  {res}.0001314511{txt}  {c |}
  15 {c |}  {res}.0181607631{txt}  {c |}
  16 {c |}  {res}.0138666686{txt}  {c |}
  17 {c |}  {res}.0189076178{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1120871294    .0601734246    .0279732568    .0179299347    .0139077539     .012254696    .0080952829    .0048751877    .0027898949    .0021794961    .0014191977    .0009286792    .0006353594    .0002881112
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.35961e-11   -.0000697495    -.000149701{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3170741059   .0567147677   .1108794124   .1636963424   .0888472102   .2078544769    .047565344   .0688669517   .0314375009   .0000110859   .0756161459   .0502004156   .0638712312   .0114652134   .1347618755
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1177568199   .1375049736{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0024293052   .2340844553   .2665010512   .0161297254   .8498301153   .1736898539   .6702932084   .7120833477   .3595557317    .027288007   .2357390746   .2603231705   .6978972448   .0045550063   .6613628067
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0928482891   .6046963448{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.9778624
F-stat for first coefficient: 9.19308947
  {res}1
F-stat for IVed coefficients: 9.19308947

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     48,516   -.2589043    1.423344         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48516
{txt}{col 55}F( 16, 48499) = {res}  214.44
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 860.1830324{txt}{col 55}Centered R2   = {res}  0.0661
{txt}Total (uncentered) SS   = {res}         876{txt}{col 55}Uncentered R2 = {res}  0.0829
{txt}Residual SS             = {res} 803.3498027{txt}{col 55}Root MSE      = {res}   .1287

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1663555{col 26}{space 2} .0042306{col 37}{space 1}   39.32{col 46}{space 3}0.000{col 54}{space 4} .1580637{col 67}{space 3} .1746473
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0123303{col 26}{space 2} .0016487{col 37}{space 1}    7.48{col 46}{space 3}0.000{col 54}{space 4} .0090989{col 67}{space 3} .0155618
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0089129{col 26}{space 2} .0017409{col 37}{space 1}   -5.12{col 46}{space 3}0.000{col 54}{space 4} -.012325{col 67}{space 3}-.0055008
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0000307{col 26}{space 2} .0061106{col 37}{space 1}    0.01{col 46}{space 3}0.996{col 54}{space 4}-.0119459{col 67}{space 3} .0120072
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .004852{col 26}{space 2} .0013114{col 37}{space 1}    3.70{col 46}{space 3}0.000{col 54}{space 4} .0022817{col 67}{space 3} .0074224
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0145431{col 26}{space 2} .0052521{col 37}{space 1}    2.77{col 46}{space 3}0.006{col 54}{space 4} .0042491{col 67}{space 3} .0248371
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}  .010665{col 26}{space 2} .0027607{col 37}{space 1}    3.86{col 46}{space 3}0.000{col 54}{space 4}  .005254{col 67}{space 3}  .016076
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0128738{col 26}{space 2} .0044757{col 37}{space 1}    2.88{col 46}{space 3}0.004{col 54}{space 4} .0041016{col 67}{space 3} .0216461
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0050097{col 26}{space 2} .0012068{col 37}{space 1}    4.15{col 46}{space 3}0.000{col 54}{space 4} .0026445{col 67}{space 3}  .007375
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.45e-07{col 26}{space 2} 2.30e-07{col 37}{space 1}   -2.37{col 46}{space 3}0.018{col 54}{space 4}-9.95e-07{col 67}{space 3}-9.44e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0013887{col 26}{space 2} .0013386{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0012348{col 67}{space 3} .0040123
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0001824{col 26}{space 2} .0012007{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4} -.002171{col 67}{space 3} .0025357
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .016985{col 26}{space 2} .0038115{col 37}{space 1}    4.46{col 46}{space 3}0.000{col 54}{space 4} .0095145{col 67}{space 3} .0244555
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0002762{col 26}{space 2} .0011872{col 37}{space 1}   -0.23{col 46}{space 3}0.816{col 54}{space 4} -.002603{col 67}{space 3} .0020506
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0089573{col 26}{space 2} .0045123{col 37}{space 1}   -1.99{col 46}{space 3}0.047{col 54}{space 4}-.0178013{col 67}{space 3}-.0001133
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1381299{col 26}{space 2} .0033989{col 37}{space 1}   40.64{col 46}{space 3}0.000{col 54}{space 4} .1314682{col 67}{space 3} .1447915
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0008848{col 26}{space 2} .0019899{col 37}{space 1}    0.44{col 46}{space 3}0.657{col 54}{space 4}-.0030154{col 67}{space 3} .0047849
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(245,790 observations deleted)
  {res}48,516
Nvar 17
N 48516
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.2 /        1 = {res:   17.162}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003591503{txt}  {c |}
   2 {c |}  {res}4.11604e-06{txt}  {c |}
   3 {c |}  {res}7.27867e-06{txt}  {c |}
   4 {c |}  {res}4.21562e-06{txt}  {c |}
   5 {c |}  {res}1.94678e-06{txt}  {c |}
   6 {c |}  {res}.0000390961{txt}  {c |}
   7 {c |}  {res}.0000199199{txt}  {c |}
   8 {c |}  {res}.0000419666{txt}  {c |}
   9 {c |}  {res}1.19036e-06{txt}  {c |}
  10 {c |}  {res}8.54736e-14{txt}  {c |}
  11 {c |}  {res}4.64193e-06{txt}  {c |}
  12 {c |}  {res}1.76838e-06{txt}  {c |}
  13 {c |}  {res}8.93319e-06{txt}  {c |}
  14 {c |}  {res}2.00577e-06{txt}  {c |}
  15 {c |}  {res}.0000423497{txt}  {c |}
  16 {c |}  {res}.0003024627{txt}  {c |}
  17 {c |}  {res}6.22253e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003944228    .0003300567    .0000643592    .0000303413    .0000150032    .0000123291    8.87426e-06    3.28644e-06    2.12123e-06    1.12063e-06    4.93908e-07    5.88063e-08    6.97867e-15   -2.06022e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-1.01655e-06   -3.80341e-06    -.000010177{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0189512607   .0020288025   .0026979018   .0020531963   .0013952721   .0062526835   .0044631701   .0064781663   .0010910364   2.92359e-07   .0021545132   .0013298054   .0029888434   .0014162525   .0065076615
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0173914558   .0024944991{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.21967e-09   .0009543306   .9880892632   .0005061407   .0200237476   .0168686732   .0468931748   4.39582e-06   .0623356707    .519202969   .8909072596   1.32506e-08   .8453877766   .1686916684
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}1.99840e-15   .7228170075{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 5.89723387
F-stat for first coefficient: 77.0545113
  {res}1
F-stat for IVed coefficients: 77.0545113

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     48,516    .0180559     .133155          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with G
(35,734 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46360
{txt}{col 55}F( 16, 46343) = {res}   15.25
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 94726.02416{txt}{col 55}Centered R2   = {res}  0.0002
{txt}Total (uncentered) SS   = {res}       98978{txt}{col 55}Uncentered R2 = {res}  0.0431
{txt}Residual SS             = {res} 94710.71631{txt}{col 55}Root MSE      = {res}   1.429

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.8779105{col 26}{space 2} .2805199{col 37}{space 1}   -3.13{col 46}{space 3}0.002{col 54}{space 4}-1.427719{col 67}{space 3}-.3281017
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0642481{col 26}{space 2} .0187522{col 37}{space 1}    3.43{col 46}{space 3}0.001{col 54}{space 4} .0274945{col 67}{space 3} .1010016
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1171668{col 26}{space 2} .0197829{col 37}{space 1}   -5.92{col 46}{space 3}0.000{col 54}{space 4}-.1559406{col 67}{space 3} -.078393
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3678634{col 26}{space 2} .0693416{col 37}{space 1}   -5.31{col 46}{space 3}0.000{col 54}{space 4}-.5037705{col 67}{space 3}-.2319564
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0462285{col 26}{space 2} .0149755{col 37}{space 1}    3.09{col 46}{space 3}0.002{col 54}{space 4}  .016877{col 67}{space 3} .0755801
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .1778196{col 26}{space 2} .0617879{col 37}{space 1}    2.88{col 46}{space 3}0.004{col 54}{space 4} .0567176{col 67}{space 3} .2989215
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0045206{col 26}{space 2} .0315548{col 37}{space 1}   -0.14{col 46}{space 3}0.886{col 54}{space 4}-.0663668{col 67}{space 3} .0573256
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0027327{col 26}{space 2} .0508421{col 37}{space 1}   -0.05{col 46}{space 3}0.957{col 54}{space 4}-.1023815{col 67}{space 3}  .096916
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0075025{col 26}{space 2} .0137372{col 37}{space 1}   -0.55{col 46}{space 3}0.585{col 54}{space 4} -.034427{col 67}{space 3} .0194219
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000253{col 26}{space 2} 2.61e-06{col 37}{space 1}   -9.69{col 46}{space 3}0.000{col 54}{space 4}-.0000304{col 67}{space 3}-.0000202
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} -.076768{col 26}{space 2}  .015217{col 37}{space 1}   -5.04{col 46}{space 3}0.000{col 54}{space 4}-.1065928{col 67}{space 3}-.0469432
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0463574{col 26}{space 2} .0136505{col 37}{space 1}   -3.40{col 46}{space 3}0.001{col 54}{space 4}-.0731119{col 67}{space 3}-.0196029
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .026313{col 26}{space 2} .0435465{col 37}{space 1}    0.60{col 46}{space 3}0.546{col 54}{space 4}-.0590366{col 67}{space 3} .1116627
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0321885{col 26}{space 2} .0134909{col 37}{space 1}   -2.39{col 46}{space 3}0.017{col 54}{space 4}-.0586302{col 67}{space 3}-.0057468
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0984997{col 26}{space 2} .0512462{col 37}{space 1}    1.92{col 46}{space 3}0.055{col 54}{space 4}-.0019411{col 67}{space 3} .1989405
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2296835{col 26}{space 2} .0541741{col 37}{space 1}    4.24{col 46}{space 3}0.000{col 54}{space 4} .1235042{col 67}{space 3} .3358627
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1588448{col 26}{space 2}  .022578{col 37}{space 1}   -7.04{col 46}{space 3}0.000{col 54}{space 4}-.2030969{col 67}{space 3}-.1145926
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,946 observations deleted)
  {res}46,360
Nvar 17
N 46360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.1 /        1 = {res:   15.111}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}  .10597184{txt}  {c |}
   2 {c |}  {res}.0035567062{txt}  {c |}
   3 {c |}  {res}.0131708987{txt}  {c |}
   4 {c |}  {res}.0278019952{txt}  {c |}
   5 {c |}  {res}.0084150246{txt}  {c |}
   6 {c |}  {res}.0540946436{txt}  {c |}
   7 {c |}  {res}.0022171853{txt}  {c |}
   8 {c |}  {res}.0047785309{txt}  {c |}
   9 {c |}  {res}.0009505974{txt}  {c |}
  10 {c |}  {res}1.25765e-10{txt}  {c |}
  11 {c |}  {res}.0066647281{txt}  {c |}
  12 {c |}  {res} .003018944{txt}  {c |}
  13 {c |}  {res}.0034198875{txt}  {c |}
  14 {c |}  {res}.0001118623{txt}  {c |}
  15 {c |}  {res}.0169553827{txt}  {c |}
  16 {c |}  {res}.0162487775{txt}  {c |}
  17 {c |}  {res}.0190936618{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1163091855    .0691689437    .0304812932     .018326001    .0169873445    .0122364152    .0096372897    .0053531009    .0029044603    .0018887521    .0014301103     .000816261    .0006906214    .0004760627
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.91899e-11   -.0000800017   -.0001551739{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3255331627   .0596381272    .114764536    .166739303   .0917334433   .2325825522   .0470869972   .0691269186   .0308317594   .0000112145   .0816377857   .0549449175   .0584798041   .0105764976   .1302128361
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1274706929   .1381798168{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0070001093   .2813469883   .3072866759    .027368668   .6143006408   .4445431738   .9235163146   .9684662391   .8077438673   .0242794465   .3470386918   .3988334134   .6527458165   .0023392091   .4493785019
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0715685168   .2503288308{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.64590441
F-stat for first coefficient: 7.27294091
  {res}1
F-stat for IVed coefficients: 7.27294091

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     46,360   -.3028473    1.429446         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46360
{txt}{col 55}F( 16, 46343) = {res}  213.38
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 819.9606342{txt}{col 55}Centered R2   = {res}  0.0686
{txt}Total (uncentered) SS   = {res}         835{txt}{col 55}Uncentered R2 = {res}  0.0854
{txt}Residual SS             = {res} 763.6985687{txt}{col 55}Root MSE      = {res}   .1283

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .169636{col 26}{space 2} .0042731{col 37}{space 1}   39.70{col 46}{space 3}0.000{col 54}{space 4} .1612608{col 67}{space 3} .1780111
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0126874{col 26}{space 2} .0016523{col 37}{space 1}    7.68{col 46}{space 3}0.000{col 54}{space 4} .0094489{col 67}{space 3} .0159259
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0096004{col 26}{space 2} .0017584{col 37}{space 1}   -5.46{col 46}{space 3}0.000{col 54}{space 4}-.0130468{col 67}{space 3} -.006154
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0019374{col 26}{space 2} .0062263{col 37}{space 1}   -0.31{col 46}{space 3}0.756{col 54}{space 4}-.0141407{col 67}{space 3} .0102658
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0049263{col 26}{space 2} .0013391{col 37}{space 1}    3.68{col 46}{space 3}0.000{col 54}{space 4} .0023018{col 67}{space 3} .0075509
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0096748{col 26}{space 2}  .005541{col 37}{space 1}    1.75{col 46}{space 3}0.081{col 54}{space 4}-.0011854{col 67}{space 3}  .020535
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0109145{col 26}{space 2} .0028186{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0053901{col 67}{space 3} .0164389
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .009051{col 26}{space 2} .0045583{col 37}{space 1}    1.99{col 46}{space 3}0.047{col 54}{space 4} .0001168{col 67}{space 3} .0179852
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0048494{col 26}{space 2} .0012285{col 37}{space 1}    3.95{col 46}{space 3}0.000{col 54}{space 4} .0024416{col 67}{space 3} .0072572
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.23e-07{col 26}{space 2} 2.34e-07{col 37}{space 1}   -2.24{col 46}{space 3}0.025{col 54}{space 4}-9.81e-07{col 67}{space 3}-6.55e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0021624{col 26}{space 2} .0013657{col 37}{space 1}    1.58{col 46}{space 3}0.113{col 54}{space 4}-.0005144{col 67}{space 3} .0048392
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0002373{col 26}{space 2} .0012258{col 37}{space 1}   -0.19{col 46}{space 3}0.846{col 54}{space 4}-.0026398{col 67}{space 3} .0021652
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0149039{col 26}{space 2} .0038922{col 37}{space 1}    3.83{col 46}{space 3}0.000{col 54}{space 4} .0072753{col 67}{space 3} .0225324
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0000626{col 26}{space 2} .0012114{col 37}{space 1}   -0.05{col 46}{space 3}0.959{col 54}{space 4} -.002437{col 67}{space 3} .0023118
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0050948{col 26}{space 2} .0045995{col 37}{space 1}   -1.11{col 46}{space 3}0.268{col 54}{space 4}-.0141096{col 67}{space 3} .0039201
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1370669{col 26}{space 2} .0034085{col 37}{space 1}   40.21{col 46}{space 3}0.000{col 54}{space 4} .1303863{col 67}{space 3} .1437475
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0002514{col 26}{space 2} .0020271{col 37}{space 1}    0.12{col 46}{space 3}0.901{col 54}{space 4}-.0037217{col 67}{space 3} .0042245
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,946 observations deleted)
  {res}46,360
Nvar 17
N 46360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       14.7 /        1 = {res:   14.684}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res} .000362355{txt}  {c |}
   2 {c |}  {res}4.44330e-06{txt}  {c |}
   3 {c |}  {res}7.76527e-06{txt}  {c |}
   4 {c |}  {res}7.50853e-06{txt}  {c |}
   5 {c |}  {res}2.04548e-06{txt}  {c |}
   6 {c |}  {res}.0000126468{txt}  {c |}
   7 {c |}  {res}.0000198264{txt}  {c |}
   8 {c |}  {res}.0000361385{txt}  {c |}
   9 {c |}  {res}9.62140e-07{txt}  {c |}
  10 {c |}  {res}1.02105e-13{txt}  {c |}
  11 {c |}  {res}4.29186e-06{txt}  {c |}
  12 {c |}  {res}1.55997e-06{txt}  {c |}
  13 {c |}  {res}.0000175354{txt}  {c |}
  14 {c |}  {res}9.83695e-07{txt}  {c |}
  15 {c |}  {res}.0000403413{txt}  {c |}
  16 {c |}  {res}.0002620216{txt}  {c |}
  17 {c |}  {res}5.20017e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003955589     .000299059    .0000313719    .0000274318    .0000145655    9.69888e-06    8.78450e-06    3.74568e-06    2.17645e-06    1.28593e-06    1.13781e-06    4.26945e-07    1.56334e-07    5.53611e-15
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-2.21477e-07   -6.16116e-07   -8.93670e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0190356239   .0021079137    .002786624   .0027401696    .001430203    .003556235   .0044526875   .0060115321   .0009808875   3.19538e-07   .0020716793   .0012489866   .0041875232   .0009918141   .0063514796
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0161870816   .0022803888{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.75559e-09   .0005706887   .4795372898   .0005721347   .0065178487   .0142375374   .1321671988   7.65736e-07    .101533888    .296585589   .8493099449    .000372107   .9496613829   .4224704674
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .9122044146{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 10.6936789
F-stat for first coefficient: 79.414829
  {res}1
F-stat for IVed coefficients: 79.414829

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     46,360    .0180112    .1329932          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with H
(24,426 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   47895
{txt}{col 55}F( 16, 47878) = {res}   16.84
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 97653.60175{txt}{col 55}Centered R2   = {res} -0.0001
{txt}Total (uncentered) SS   = {res}      101348{txt}{col 55}Uncentered R2 = {res}  0.0363
{txt}Residual SS             = {res} 97665.01319{txt}{col 55}Root MSE      = {res}   1.428

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9473822{col 26}{space 2} .2797405{col 37}{space 1}   -3.39{col 46}{space 3}0.001{col 54}{space 4}-1.495663{col 67}{space 3} -.399101
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0630222{col 26}{space 2} .0185039{col 37}{space 1}    3.41{col 46}{space 3}0.001{col 54}{space 4} .0267554{col 67}{space 3} .0992891
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1210364{col 26}{space 2} .0194486{col 37}{space 1}   -6.22{col 46}{space 3}0.000{col 54}{space 4}-.1591548{col 67}{space 3}-.0829179
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3682822{col 26}{space 2}  .067955{col 37}{space 1}   -5.42{col 46}{space 3}0.000{col 54}{space 4}-.5014716{col 67}{space 3}-.2350929
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0045919{col 26}{space 2} .0147538{col 37}{space 1}    0.31{col 46}{space 3}0.756{col 54}{space 4}-.0243249{col 67}{space 3} .0335087
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}  .224771{col 26}{space 2} .0585152{col 37}{space 1}    3.84{col 46}{space 3}0.000{col 54}{space 4} .1100833{col 67}{space 3} .3394587
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0104986{col 26}{space 2} .0310083{col 37}{space 1}   -0.34{col 46}{space 3}0.735{col 54}{space 4}-.0712737{col 67}{space 3} .0502765
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0070087{col 26}{space 2} .0491404{col 37}{space 1}   -0.14{col 46}{space 3}0.887{col 54}{space 4} -.103322{col 67}{space 3} .0893046
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0217589{col 26}{space 2} .0135495{col 37}{space 1}   -1.61{col 46}{space 3}0.108{col 54}{space 4}-.0483154{col 67}{space 3} .0047975
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000246{col 26}{space 2} 2.54e-06{col 37}{space 1}   -9.71{col 46}{space 3}0.000{col 54}{space 4}-.0000296{col 67}{space 3}-.0000197
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0787956{col 26}{space 2} .0148636{col 37}{space 1}   -5.30{col 46}{space 3}0.000{col 54}{space 4}-.1079277{col 67}{space 3}-.0496635
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0369085{col 26}{space 2} .0134132{col 37}{space 1}   -2.75{col 46}{space 3}0.006{col 54}{space 4}-.0631978{col 67}{space 3}-.0106191
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0553179{col 26}{space 2} .0419981{col 37}{space 1}    1.32{col 46}{space 3}0.188{col 54}{space 4}-.0269968{col 67}{space 3} .1376326
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0284748{col 26}{space 2} .0132741{col 37}{space 1}   -2.15{col 46}{space 3}0.032{col 54}{space 4}-.0544915{col 67}{space 3}-.0024581
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1190483{col 26}{space 2} .0495926{col 37}{space 1}    2.40{col 46}{space 3}0.016{col 54}{space 4} .0218485{col 67}{space 3} .2162481
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2474716{col 26}{space 2}  .052027{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .1455007{col 67}{space 3} .3494426
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1086568{col 26}{space 2}   .02221{col 37}{space 1}   -4.89{col 46}{space 3}0.000{col 54}{space 4}-.1521875{col 67}{space 3} -.065126
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,411 observations deleted)
  {res}47,895
Nvar 17
N 47895
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.8 /        1 = {res:   15.782}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1069143446{txt}  {c |}
   2 {c |}  {res}.0033975768{txt}  {c |}
   3 {c |}  {res}.0128058677{txt}  {c |}
   4 {c |}  {res}.0269109225{txt}  {c |}
   5 {c |}  {res}.0081482956{txt}  {c |}
   6 {c |}  {res}.0410049288{txt}  {c |}
   7 {c |}  {res}.0025922731{txt}  {c |}
   8 {c |}  {res}.0046708312{txt}  {c |}
   9 {c |}  {res}.0010304739{txt}  {c |}
  10 {c |}  {res}1.37890e-10{txt}  {c |}
  11 {c |}  {res} .006226518{txt}  {c |}
  12 {c |}  {res}.0025323444{txt}  {c |}
  13 {c |}  {res}.0035485226{txt}  {c |}
  14 {c |}  {res}.0001198133{txt}  {c |}
  15 {c |}  {res}.0167254683{txt}  {c |}
  16 {c |}  {res}.0160570325{txt}  {c |}
  17 {c |}  {res}.0191022233{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1159495602    .0549101041    .0293672577    .0178882953    .0165496244    .0132707077    .0096227855    .0058077398    .0024388572     .002418248    .0016209554    .0010209754    .0006518833    .0004669387
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.85826e-11   -.0000520224   -.0001444736{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3269775903   .0582887361   .1131630141    .164045489   .0902679102   .2024967376   .0509143701   .0683434795    .032100996   .0000117427   .0789082888   .0503224042   .0595694773   .0109459242   .1293269823
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1267163467   .1382107931{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0037627929   .2796046064   .2848105015   .0247680885    .959429382   .2669998553   .8366336144   .9183193731   .4978811463   .0358028723   .3180021461   .4632897903   .3530819512   .0092842651   .3573001456
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0508246282   .4317696558{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.91764622
F-stat for first coefficient: 8.39488029
  {res}1
F-stat for IVed coefficients: 8.39488029

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     47,895   -.2777325    1.427919         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   47895
{txt}{col 55}F( 16, 47878) = {res}  206.08
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 835.8794029{txt}{col 55}Centered R2   = {res}  0.0644
{txt}Total (uncentered) SS   = {res}         851{txt}{col 55}Uncentered R2 = {res}  0.0811
{txt}Residual SS             = {res}  782.022415{txt}{col 55}Root MSE      = {res}   .1278

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .168898{col 26}{space 2} .0042279{col 37}{space 1}   39.95{col 46}{space 3}0.000{col 54}{space 4} .1606115{col 67}{space 3} .1771844
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0118153{col 26}{space 2} .0016293{col 37}{space 1}    7.25{col 46}{space 3}0.000{col 54}{space 4} .0086219{col 67}{space 3} .0150087
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0080337{col 26}{space 2} .0017279{col 37}{space 1}   -4.65{col 46}{space 3}0.000{col 54}{space 4}-.0114204{col 67}{space 3} -.004647
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-6.59e-06{col 26}{space 2} .0060808{col 37}{space 1}   -0.00{col 46}{space 3}0.999{col 54}{space 4}-.0119248{col 67}{space 3} .0119116
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0043363{col 26}{space 2} .0013158{col 37}{space 1}    3.30{col 46}{space 3}0.001{col 54}{space 4} .0017574{col 67}{space 3} .0069153
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}  .012985{col 26}{space 2} .0052235{col 37}{space 1}    2.49{col 46}{space 3}0.013{col 54}{space 4} .0027472{col 67}{space 3} .0232228
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0105442{col 26}{space 2} .0027607{col 37}{space 1}    3.82{col 46}{space 3}0.000{col 54}{space 4} .0051333{col 67}{space 3} .0159551
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0093623{col 26}{space 2} .0043895{col 37}{space 1}    2.13{col 46}{space 3}0.033{col 54}{space 4}  .000759{col 67}{space 3} .0179657
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0049552{col 26}{space 2} .0012071{col 37}{space 1}    4.11{col 46}{space 3}0.000{col 54}{space 4} .0025894{col 67}{space 3} .0073211
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.03e-07{col 26}{space 2} 2.27e-07{col 37}{space 1}   -2.22{col 46}{space 3}0.027{col 54}{space 4}-9.47e-07{col 67}{space 3}-5.82e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0001805{col 26}{space 2} .0013301{col 37}{space 1}    0.14{col 46}{space 3}0.892{col 54}{space 4}-.0024264{col 67}{space 3} .0027874
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0000556{col 26}{space 2} .0012003{col 37}{space 1}   -0.05{col 46}{space 3}0.963{col 54}{space 4}-.0024081{col 67}{space 3} .0022969
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0146623{col 26}{space 2} .0037402{col 37}{space 1}    3.92{col 46}{space 3}0.000{col 54}{space 4} .0073317{col 67}{space 3}  .021993
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} .0002423{col 26}{space 2} .0011878{col 37}{space 1}    0.20{col 46}{space 3}0.838{col 54}{space 4}-.0020857{col 67}{space 3} .0025703
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0057339{col 26}{space 2} .0044347{col 37}{space 1}   -1.29{col 46}{space 3}0.196{col 54}{space 4}-.0144258{col 67}{space 3}  .002958
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1290323{col 26}{space 2} .0033346{col 37}{space 1}   38.69{col 46}{space 3}0.000{col 54}{space 4} .1224966{col 67}{space 3} .1355681
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0016213{col 26}{space 2} .0019851{col 37}{space 1}    0.82{col 46}{space 3}0.414{col 54}{space 4}-.0022695{col 67}{space 3} .0055121
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,411 observations deleted)
  {res}47,895
Nvar 17
N 47895
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.3 /        1 = {res:   15.257}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003915858{txt}  {c |}
   2 {c |}  {res}3.85996e-06{txt}  {c |}
   3 {c |}  {res}7.64818e-06{txt}  {c |}
   4 {c |}  {res}4.24641e-06{txt}  {c |}
   5 {c |}  {res}1.96580e-06{txt}  {c |}
   6 {c |}  {res}.0000457388{txt}  {c |}
   7 {c |}  {res}.0000196076{txt}  {c |}
   8 {c |}  {res}.0000413706{txt}  {c |}
   9 {c |}  {res}8.27250e-07{txt}  {c |}
  10 {c |}  {res}7.85224e-14{txt}  {c |}
  11 {c |}  {res}3.50462e-06{txt}  {c |}
  12 {c |}  {res}1.91553e-06{txt}  {c |}
  13 {c |}  {res}8.66881e-06{txt}  {c |}
  14 {c |}  {res}1.40311e-06{txt}  {c |}
  15 {c |}  {res}.0000397048{txt}  {c |}
  16 {c |}  {res}.0002285201{txt}  {c |}
  17 {c |}  {res}4.96224e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004144406    .0002669357    .0000619571    .0000368122    .0000150576    8.95540e-06    6.83648e-06    2.89782e-06    1.18741e-06    9.47056e-07    6.36127e-07    1.18631e-07    5.99397e-15   -1.95494e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-7.83797e-07   -2.71142e-06   -7.56162e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0197885276    .001964677   .0027655341   .0020606827   .0014020696   .0067630437   .0044280465   .0064320012    .000909533   2.80218e-07   .0018720621   .0013840265   .0029442846   .0011845289   .0063011773
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0151168827   .0022276084{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.81166e-09   .0036732457   .9974498686   .0019826569   .0548580294    .017254965   .1455081991   5.09041e-08   .0727809284   .9231837041   .9679537062   6.36057e-07   .8379037367    .362836437
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0    .466731643{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -15.9746514
F-stat for first coefficient: 72.8487032
  {res}1
F-stat for IVed coefficients: 72.8487032

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     47,895     .017768    .1321087          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with I
(5,400 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51040
{txt}{col 55}F( 16, 51023) = {res}   16.35
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 102275.6559{txt}{col 55}Centered R2   = {res} -0.0022
{txt}Total (uncentered) SS   = {res}      105659{txt}{col 55}Uncentered R2 = {res}  0.0299
{txt}Residual SS             = {res} 102503.0173{txt}{col 55}Root MSE      = {res}   1.417

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.022796{col 26}{space 2} .2759831{col 37}{space 1}   -3.71{col 46}{space 3}0.000{col 54}{space 4}-1.563713{col 67}{space 3}-.4818793
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0553621{col 26}{space 2} .0176378{col 37}{space 1}    3.14{col 46}{space 3}0.002{col 54}{space 4} .0207927{col 67}{space 3} .0899316
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0993854{col 26}{space 2} .0186085{col 37}{space 1}   -5.34{col 46}{space 3}0.000{col 54}{space 4}-.1358573{col 67}{space 3}-.0629135
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3785113{col 26}{space 2} .0667588{col 37}{space 1}   -5.67{col 46}{space 3}0.000{col 54}{space 4}-.5093562{col 67}{space 3}-.2476665
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0289256{col 26}{space 2} .0142045{col 37}{space 1}    2.04{col 46}{space 3}0.042{col 54}{space 4} .0010854{col 67}{space 3} .0567659
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2185992{col 26}{space 2} .0578638{col 37}{space 1}    3.78{col 46}{space 3}0.000{col 54}{space 4} .1051883{col 67}{space 3} .3320102
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0105257{col 26}{space 2} .0298801{col 37}{space 1}    0.35{col 46}{space 3}0.725{col 54}{space 4}-.0480383{col 67}{space 3} .0690897
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0094801{col 26}{space 2} .0476729{col 37}{space 1}    0.20{col 46}{space 3}0.842{col 54}{space 4}-.0839571{col 67}{space 3} .1029172
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0217456{col 26}{space 2} .0130087{col 37}{space 1}   -1.67{col 46}{space 3}0.095{col 54}{space 4}-.0472422{col 67}{space 3} .0037509
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000247{col 26}{space 2} 2.46e-06{col 37}{space 1}  -10.06{col 46}{space 3}0.000{col 54}{space 4}-.0000296{col 67}{space 3}-.0000199
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0819485{col 26}{space 2} .0143667{col 37}{space 1}   -5.70{col 46}{space 3}0.000{col 54}{space 4}-.1101067{col 67}{space 3}-.0537902
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0340406{col 26}{space 2} .0128734{col 37}{space 1}   -2.64{col 46}{space 3}0.008{col 54}{space 4} -.059272{col 67}{space 3}-.0088093
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0491056{col 26}{space 2} .0406493{col 37}{space 1}    1.21{col 46}{space 3}0.227{col 54}{space 4}-.0305656{col 67}{space 3} .1287768
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0310479{col 26}{space 2} .0127524{col 37}{space 1}   -2.43{col 46}{space 3}0.015{col 54}{space 4} -.056042{col 67}{space 3}-.0060537
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0888031{col 26}{space 2} .0480527{col 37}{space 1}    1.85{col 46}{space 3}0.065{col 54}{space 4}-.0053785{col 67}{space 3} .1829846
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .228773{col 26}{space 2} .0517548{col 37}{space 1}    4.42{col 46}{space 3}0.000{col 54}{space 4} .1273355{col 67}{space 3} .3302105
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1030196{col 26}{space 2} .0214117{col 37}{space 1}   -4.81{col 46}{space 3}0.000{col 54}{space 4}-.1449858{col 67}{space 3}-.0610533
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(243,266 observations deleted)
  {res}51,040
Nvar 17
N 51040
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.5 /        1 = {res:   17.455}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1028463684{txt}  {c |}
   2 {c |}  {res}.0031272649{txt}  {c |}
   3 {c |}  {res}.0122266462{txt}  {c |}
   4 {c |}  {res}.0259081593{txt}  {c |}
   5 {c |}  {res}.0082782699{txt}  {c |}
   6 {c |}  {res}.0429375499{txt}  {c |}
   7 {c |}  {res} .002107708{txt}  {c |}
   8 {c |}  {res}.0043341249{txt}  {c |}
   9 {c |}  {res}.0009591852{txt}  {c |}
  10 {c |}  {res}1.24469e-10{txt}  {c |}
  11 {c |}  {res}.0060343365{txt}  {c |}
  12 {c |}  {res}.0024858328{txt}  {c |}
  13 {c |}  {res}.0034182619{txt}  {c |}
  14 {c |}  {res}.0001250856{txt}  {c |}
  15 {c |}  {res}.0154956848{txt}  {c |}
  16 {c |}  {res}.0136795462{txt}  {c |}
  17 {c |}  {res}.0193283138{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1105184269      .05894383    .0277772548    .0168063074    .0157890262    .0114125407    .0085952664     .005139589    .0026806844    .0020386989    .0016034345    .0012257082    .0005205354    .0004354694
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.43855e-11   -.0000657219   -.0001287116{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3206966922   .0559219537   .1105741662   .1609601172   .0909849984   .2072137782   .0459097808   .0658340712   .0309707155   .0000111566   .0776809916   .0498581266   .0584659039   .0111841688   .1244816644
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .116959592   .1390263062{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0014262031   .3221793198   .3687527249   .0186936408   .7505481793   .2914502635   .8186589133   .8855011097   .4825947519    .026528668   .2914547266   .4947647563   .4009632725   .0055022978   .4756090251
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}  .05046509   .4586888093{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.74733362
F-stat for first coefficient: 10.1716019
  {res}1
F-stat for IVed coefficients: 10.1716019

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,040   -.2574647    1.415582         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51040
{txt}{col 55}F( 16, 51023) = {res}  221.21
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 908.2361873{txt}{col 55}Centered R2   = {res}  0.0649
{txt}Total (uncentered) SS   = {res}         925{txt}{col 55}Uncentered R2 = {res}  0.0818
{txt}Residual SS             = {res} 849.3198583{txt}{col 55}Root MSE      = {res}    .129

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1667529{col 26}{space 2} .0041891{col 37}{space 1}   39.81{col 46}{space 3}0.000{col 54}{space 4} .1585424{col 67}{space 3} .1749634
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0119377{col 26}{space 2}  .001577{col 37}{space 1}    7.57{col 46}{space 3}0.000{col 54}{space 4} .0088469{col 67}{space 3} .0150285
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0079921{col 26}{space 2}  .001681{col 37}{space 1}   -4.75{col 46}{space 3}0.000{col 54}{space 4}-.0112868{col 67}{space 3}-.0046974
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002828{col 26}{space 2} .0060768{col 37}{space 1}   -0.05{col 46}{space 3}0.963{col 54}{space 4} -.012193{col 67}{space 3} .0116275
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0047688{col 26}{space 2} .0012874{col 37}{space 1}    3.70{col 46}{space 3}0.000{col 54}{space 4} .0022456{col 67}{space 3} .0072921
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0116274{col 26}{space 2} .0052567{col 37}{space 1}    2.21{col 46}{space 3}0.027{col 54}{space 4} .0013244{col 67}{space 3} .0219304
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0107549{col 26}{space 2} .0027052{col 37}{space 1}    3.98{col 46}{space 3}0.000{col 54}{space 4} .0054529{col 67}{space 3} .0160569
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0099876{col 26}{space 2} .0043308{col 37}{space 1}    2.31{col 46}{space 3}0.021{col 54}{space 4} .0014994{col 67}{space 3} .0184759
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052999{col 26}{space 2} .0011777{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4} .0029917{col 67}{space 3} .0076082
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.30e-07{col 26}{space 2} 2.24e-07{col 37}{space 1}   -1.92{col 46}{space 3}0.054{col 54}{space 4}-8.68e-07{col 67}{space 3} 8.28e-09
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0014068{col 26}{space 2} .0013075{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4}-.0011559{col 67}{space 3} .0039695
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002198{col 26}{space 2} .0011718{col 37}{space 1}    0.19{col 46}{space 3}0.851{col 54}{space 4}-.0020768{col 67}{space 3} .0025165
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .014328{col 26}{space 2} .0036828{col 37}{space 1}    3.89{col 46}{space 3}0.000{col 54}{space 4}   .00711{col 67}{space 3} .0215461
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0005478{col 26}{space 2} .0011607{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4}-.0028228{col 67}{space 3} .0017271
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0061672{col 26}{space 2} .0043708{col 37}{space 1}   -1.41{col 46}{space 3}0.158{col 54}{space 4}-.0147337{col 67}{space 3} .0023994
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1349545{col 26}{space 2} .0032508{col 37}{space 1}   41.51{col 46}{space 3}0.000{col 54}{space 4} .1285829{col 67}{space 3}  .141326
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0005249{col 26}{space 2} .0019484{col 37}{space 1}    0.27{col 46}{space 3}0.788{col 54}{space 4}-.0032939{col 67}{space 3} .0043437
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(243,266 observations deleted)
  {res}51,040
Nvar 17
N 51040
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.8 /        1 = {res:   17.837}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res} .000348359{txt}  {c |}
   2 {c |}  {res}3.43929e-06{txt}  {c |}
   3 {c |}  {res}7.22703e-06{txt}  {c |}
   4 {c |}  {res}3.93402e-06{txt}  {c |}
   5 {c |}  {res}1.90366e-06{txt}  {c |}
   6 {c |}  {res}.0000346894{txt}  {c |}
   7 {c |}  {res}.0000196298{txt}  {c |}
   8 {c |}  {res}.0000397899{txt}  {c |}
   9 {c |}  {res}1.04676e-06{txt}  {c |}
  10 {c |}  {res}7.89112e-14{txt}  {c |}
  11 {c |}  {res}4.00661e-06{txt}  {c |}
  12 {c |}  {res}1.68660e-06{txt}  {c |}
  13 {c |}  {res}.0000129855{txt}  {c |}
  14 {c |}  {res}1.60377e-06{txt}  {c |}
  15 {c |}  {res}.0000390169{txt}  {c |}
  16 {c |}  {res}.0002388307{txt}  {c |}
  17 {c |}  {res}5.18474e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003752614    .0002672102    .0000611398    .0000300079    .0000158754    .0000107769    8.20262e-06    3.76960e-06    1.90922e-06    1.23373e-06    6.19671e-07    1.37172e-07    7.76729e-15   -2.06190e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.81328e-07   -1.42297e-06   -.0000105993{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0186643781   .0018545322   .0026883131   .0019834368   .0013797315   .0058897702   .0044305536   .0063079203   .0010231106   2.80911e-07   .0020016511   .0012986909   .0036035404   .0012664023   .0062463535
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154541486   .0022770018{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.21832e-10    .002950033   .8866373225   .0005475701   .0483626684   .0152056653   .1133415752   2.21631e-07   .1259430449   .4821769621   .8655742365    .000070054   .6653097388    .323485435
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8176897074{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: .641389765
F-stat for first coefficient: 79.8214897
  {res}1
F-stat for IVed coefficients: 79.8214897

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,040     .018123    .1333977          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with J
(13,936 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49455
{txt}{col 55}F( 16, 49438) = {res}   15.26
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 100192.7707{txt}{col 55}Centered R2   = {res} -0.0011
{txt}Total (uncentered) SS   = {res}      103902{txt}{col 55}Uncentered R2 = {res}  0.0346
{txt}Residual SS             = {res} 100307.8917{txt}{col 55}Root MSE      = {res}   1.424

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9591725{col 26}{space 2} .2763195{col 37}{space 1}   -3.47{col 46}{space 3}0.001{col 54}{space 4}-1.500749{col 67}{space 3}-.4175962
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0588435{col 26}{space 2} .0181869{col 37}{space 1}    3.24{col 46}{space 3}0.001{col 54}{space 4} .0231978{col 67}{space 3} .0944893
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1081015{col 26}{space 2} .0191209{col 37}{space 1}   -5.65{col 46}{space 3}0.000{col 54}{space 4}-.1455777{col 67}{space 3}-.0706254
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3836201{col 26}{space 2} .0676723{col 37}{space 1}   -5.67{col 46}{space 3}0.000{col 54}{space 4}-.5162554{col 67}{space 3}-.2509848
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0166931{col 26}{space 2} .0145216{col 37}{space 1}    1.15{col 46}{space 3}0.250{col 54}{space 4}-.0117688{col 67}{space 3}  .045155
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}  .239606{col 26}{space 2} .0567632{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4} .1283521{col 67}{space 3} .3508599
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0125486{col 26}{space 2} .0305633{col 37}{space 1}   -0.41{col 46}{space 3}0.681{col 54}{space 4}-.0724516{col 67}{space 3} .0473544
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .035915{col 26}{space 2}   .04892{col 37}{space 1}    0.73{col 46}{space 3}0.463{col 54}{space 4}-.0599665{col 67}{space 3} .1317964
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0171463{col 26}{space 2} .0132783{col 37}{space 1}   -1.29{col 46}{space 3}0.197{col 54}{space 4}-.0431712{col 67}{space 3} .0088787
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000252{col 26}{space 2} 2.50e-06{col 37}{space 1}  -10.06{col 46}{space 3}0.000{col 54}{space 4}-.0000301{col 67}{space 3}-.0000203
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0787632{col 26}{space 2} .0146969{col 37}{space 1}   -5.36{col 46}{space 3}0.000{col 54}{space 4}-.1075687{col 67}{space 3}-.0499578
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0369442{col 26}{space 2} .0131672{col 37}{space 1}   -2.81{col 46}{space 3}0.005{col 54}{space 4}-.0627515{col 67}{space 3}-.0111369
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0439692{col 26}{space 2} .0416812{col 37}{space 1}    1.05{col 46}{space 3}0.291{col 54}{space 4}-.0377245{col 67}{space 3} .1256629
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0322232{col 26}{space 2} .0130246{col 37}{space 1}   -2.47{col 46}{space 3}0.013{col 54}{space 4}-.0577509{col 67}{space 3}-.0066955
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0354087{col 26}{space 2} .0493195{col 37}{space 1}    0.72{col 46}{space 3}0.473{col 54}{space 4}-.0612557{col 67}{space 3} .1320731
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2028443{col 26}{space 2} .0555342{col 37}{space 1}    3.65{col 46}{space 3}0.000{col 54}{space 4} .0939992{col 67}{space 3} .3116894
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1016739{col 26}{space 2} .0217523{col 37}{space 1}   -4.67{col 46}{space 3}0.000{col 54}{space 4}-.1443077{col 67}{space 3}-.0590402
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(244,851 observations deleted)
  {res}49,455
Nvar 17
N 49455
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.1 /        1 = {res:   16.142}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1010192984{txt}  {c |}
   2 {c |}  {res}.0031439121{txt}  {c |}
   3 {c |}  {res}.0123731463{txt}  {c |}
   4 {c |}  {res}.0252040443{txt}  {c |}
   5 {c |}  {res}.0081274633{txt}  {c |}
   6 {c |}  {res}.0411913144{txt}  {c |}
   7 {c |}  {res}.0026739661{txt}  {c |}
   8 {c |}  {res}.0037474427{txt}  {c |}
   9 {c |}  {res}.0010281573{txt}  {c |}
  10 {c |}  {res}1.34386e-10{txt}  {c |}
  11 {c |}  {res}.0060931156{txt}  {c |}
  12 {c |}  {res}.0025504913{txt}  {c |}
  13 {c |}  {res}.0040143101{txt}  {c |}
  14 {c |}  {res}.0001477075{txt}  {c |}
  15 {c |}  {res}.0129559646{txt}  {c |}
  16 {c |}  {res}.0130221598{txt}  {c |}
  17 {c |}  {res}.0194437296{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1088914847    .0573471401    .0257758784    .0167989152    .0135833465    .0114111633     .008941026    .0054738756    .0025733552    .0022599633     .001571828     .001106637    .0007810289    .0004188199
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.48113e-11   -.0000739028   -.0001243357{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3178353322   .0560705989   .1112346455   .1587578166    .090152445   .2029564347    .051710406   .0612163598    .032064892   .0000115925   .0780584113   .0505023888   .0633585836   .0121534957   .1138242706
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1141146782   .1394407746{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0025459306    .293969208   .3311334516   .0156754441    .853099652   .2377702112   .8082606949   .5574125642   .5928323962    .029732405   .3129606902   .4644528663   .4876984818   .0080170284   .7557380646
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0754781882   .4659068227{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.69706232
F-stat for first coefficient: 9.10728801
  {res}1
F-stat for IVed coefficients: 9.10728801

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     49,455   -.2738651    1.423369         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49455
{txt}{col 55}F( 16, 49438) = {res}  225.70
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 868.1986452{txt}{col 55}Centered R2   = {res}  0.0681
{txt}Total (uncentered) SS   = {res}         884{txt}{col 55}Uncentered R2 = {res}  0.0847
{txt}Residual SS             = {res} 809.0974132{txt}{col 55}Root MSE      = {res}   .1279

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .168715{col 26}{space 2}  .004187{col 37}{space 1}   40.30{col 46}{space 3}0.000{col 54}{space 4} .1605088{col 67}{space 3} .1769213
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0117346{col 26}{space 2} .0016065{col 37}{space 1}    7.30{col 46}{space 3}0.000{col 54}{space 4} .0085859{col 67}{space 3} .0148832
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0080976{col 26}{space 2} .0017044{col 37}{space 1}   -4.75{col 46}{space 3}0.000{col 54}{space 4}-.0114382{col 67}{space 3}-.0047569
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0001042{col 26}{space 2} .0060778{col 37}{space 1}    0.02{col 46}{space 3}0.986{col 54}{space 4} -.011808{col 67}{space 3} .0120164
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0043355{col 26}{space 2} .0012998{col 37}{space 1}    3.34{col 46}{space 3}0.001{col 54}{space 4}  .001788{col 67}{space 3} .0068831
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0132758{col 26}{space 2} .0050852{col 37}{space 1}    2.61{col 46}{space 3}0.009{col 54}{space 4} .0033089{col 67}{space 3} .0232426
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0100318{col 26}{space 2} .0027323{col 37}{space 1}    3.67{col 46}{space 3}0.000{col 54}{space 4} .0046765{col 67}{space 3} .0153871
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0109264{col 26}{space 2} .0043841{col 37}{space 1}    2.49{col 46}{space 3}0.013{col 54}{space 4} .0023337{col 67}{space 3} .0195191
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0053035{col 26}{space 2} .0011863{col 37}{space 1}    4.47{col 46}{space 3}0.000{col 54}{space 4} .0029783{col 67}{space 3} .0076287
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.83e-07{col 26}{space 2} 2.25e-07{col 37}{space 1}   -2.15{col 46}{space 3}0.031{col 54}{space 4}-9.23e-07{col 67}{space 3}-4.31e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0016682{col 26}{space 2} .0013196{col 37}{space 1}    1.26{col 46}{space 3}0.206{col 54}{space 4}-.0009182{col 67}{space 3} .0042546
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}  .000574{col 26}{space 2} .0011824{col 37}{space 1}    0.49{col 46}{space 3}0.627{col 54}{space 4}-.0017435{col 67}{space 3} .0028915
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0154146{col 26}{space 2} .0037242{col 37}{space 1}    4.14{col 46}{space 3}0.000{col 54}{space 4} .0081153{col 67}{space 3} .0227138
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} .0000157{col 26}{space 2} .0011698{col 37}{space 1}    0.01{col 46}{space 3}0.989{col 54}{space 4} -.002277{col 67}{space 3} .0023084
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0070265{col 26}{space 2} .0044257{col 37}{space 1}   -1.59{col 46}{space 3}0.112{col 54}{space 4}-.0157007{col 67}{space 3} .0016477
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1442265{col 26}{space 2} .0034486{col 37}{space 1}   41.82{col 46}{space 3}0.000{col 54}{space 4} .1374673{col 67}{space 3} .1509857
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0003906{col 26}{space 2} .0019531{col 37}{space 1}    0.20{col 46}{space 3}0.841{col 54}{space 4}-.0034375{col 67}{space 3} .0042187
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(244,851 observations deleted)
  {res}49,455
Nvar 17
N 49455
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.4 /        1 = {res:   16.417}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003555542{txt}  {c |}
   2 {c |}  {res}3.99697e-06{txt}  {c |}
   3 {c |}  {res}8.47568e-06{txt}  {c |}
   4 {c |}  {res}3.84331e-06{txt}  {c |}
   5 {c |}  {res}1.81764e-06{txt}  {c |}
   6 {c |}  {res}.0000369508{txt}  {c |}
   7 {c |}  {res}.0000218525{txt}  {c |}
   8 {c |}  {res}.0000351147{txt}  {c |}
   9 {c |}  {res}1.00864e-06{txt}  {c |}
  10 {c |}  {res}8.01770e-14{txt}  {c |}
  11 {c |}  {res}3.97088e-06{txt}  {c |}
  12 {c |}  {res}1.94828e-06{txt}  {c |}
  13 {c |}  {res}.0000131305{txt}  {c |}
  14 {c |}  {res}1.63281e-06{txt}  {c |}
  15 {c |}  {res}.0000330769{txt}  {c |}
  16 {c |}  {res}.0003010005{txt}  {c |}
  17 {c |}  {res}5.25994e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003807258    .0003256744    .0000579646    .0000355492    .0000155999    .0000106633    7.65208e-06    3.30997e-06    1.84791e-06    1.13540e-06    6.16988e-07    1.82988e-07    1.66473e-14   -2.04408e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.31139e-07   -1.39860e-06    -.000010154{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0188561443   .0019992412    .002911303   .0019604371   .0013481994   .0060787196   .0046746704   .0059257652   .0010043106   2.83155e-07   .0019927068   .0013958094   .0036236033    .001277814    .005751256
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0173493673   .0022934557{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   4.37090e-09   .0054121727   .9576050554   .0013008041   .0289643401    .031873602   .0652004733   1.28663e-07   .0879651308   .4024955387   .6808990794   .0000210051   .9902078165   .2218064662
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8647663676{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -7.04938858
F-stat for first coefficient: 80.0574627
  {res}1
F-stat for IVed coefficients: 80.0574627

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     49,455    .0178748    .1324979          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with K
(9,684 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51360
{txt}{col 55}F( 16, 51343) = {res}   16.78
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 101017.8691{txt}{col 55}Centered R2   = {res} -0.0006
{txt}Total (uncentered) SS   = {res}      104714{txt}{col 55}Uncentered R2 = {res}  0.0347
{txt}Residual SS             = {res} 101081.7385{txt}{col 55}Root MSE      = {res}   1.403

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.8954166{col 26}{space 2} .2756767{col 37}{space 1}   -3.25{col 46}{space 3}0.001{col 54}{space 4}-1.435733{col 67}{space 3}-.3551002
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0621913{col 26}{space 2} .0174631{col 37}{space 1}    3.56{col 46}{space 3}0.000{col 54}{space 4} .0279642{col 67}{space 3} .0964184
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1162671{col 26}{space 2} .0183997{col 37}{space 1}   -6.32{col 46}{space 3}0.000{col 54}{space 4}-.1523299{col 67}{space 3}-.0802044
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3760612{col 26}{space 2} .0656039{col 37}{space 1}   -5.73{col 46}{space 3}0.000{col 54}{space 4}-.5046425{col 67}{space 3}-.2474799
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0288281{col 26}{space 2} .0141456{col 37}{space 1}    2.04{col 46}{space 3}0.042{col 54}{space 4} .0011031{col 67}{space 3}  .056553
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2207079{col 26}{space 2} .0604925{col 37}{space 1}    3.65{col 46}{space 3}0.000{col 54}{space 4} .1021448{col 67}{space 3} .3392709
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0073368{col 26}{space 2} .0293234{col 37}{space 1}   -0.25{col 46}{space 3}0.802{col 54}{space 4}-.0648096{col 67}{space 3}  .050136
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0010478{col 26}{space 2} .0466106{col 37}{space 1}    0.02{col 46}{space 3}0.982{col 54}{space 4}-.0903074{col 67}{space 3}  .092403
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0173384{col 26}{space 2} .0128508{col 37}{space 1}   -1.35{col 46}{space 3}0.177{col 54}{space 4}-.0425255{col 67}{space 3} .0078486
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000241{col 26}{space 2} 2.45e-06{col 37}{space 1}   -9.85{col 46}{space 3}0.000{col 54}{space 4}-.0000289{col 67}{space 3}-.0000193
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0855996{col 26}{space 2} .0142731{col 37}{space 1}   -6.00{col 46}{space 3}0.000{col 54}{space 4}-.1135744{col 67}{space 3}-.0576247
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0380822{col 26}{space 2} .0127032{col 37}{space 1}   -3.00{col 46}{space 3}0.003{col 54}{space 4}-.0629799{col 67}{space 3}-.0131844
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .035387{col 26}{space 2} .0399253{col 37}{space 1}    0.89{col 46}{space 3}0.375{col 54}{space 4}-.0428653{col 67}{space 3} .1136392
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0327636{col 26}{space 2} .0125875{col 37}{space 1}   -2.60{col 46}{space 3}0.009{col 54}{space 4}-.0574346{col 67}{space 3}-.0080926
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0941346{col 26}{space 2} .0470049{col 37}{space 1}    2.00{col 46}{space 3}0.045{col 54}{space 4} .0020068{col 67}{space 3} .1862624
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2210165{col 26}{space 2} .0515067{col 37}{space 1}    4.29{col 46}{space 3}0.000{col 54}{space 4} .1200653{col 67}{space 3} .3219677
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1098669{col 26}{space 2} .0212703{col 37}{space 1}   -5.17{col 46}{space 3}0.000{col 54}{space 4} -.151556{col 67}{space 3}-.0681779
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,946 observations deleted)
  {res}51,360
Nvar 17
N 51360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       21.3 /        1 = {res:   21.309}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1035042013{txt}  {c |}
   2 {c |}  {res}.0030972164{txt}  {c |}
   3 {c |}  {res}.0118197665{txt}  {c |}
   4 {c |}  {res}.0262518107{txt}  {c |}
   5 {c |}  {res}.0088664664{txt}  {c |}
   6 {c |}  {res}.0486370423{txt}  {c |}
   7 {c |}  {res}.0026203128{txt}  {c |}
   8 {c |}  {res}.0045290086{txt}  {c |}
   9 {c |}  {res}.0009387489{txt}  {c |}
  10 {c |}  {res}1.26750e-10{txt}  {c |}
  11 {c |}  {res}.0057766113{txt}  {c |}
  12 {c |}  {res}.0023757845{txt}  {c |}
  13 {c |}  {res}.0036153677{txt}  {c |}
  14 {c |}  {res}.0001808206{txt}  {c |}
  15 {c |}  {res}.0154018419{txt}  {c |}
  16 {c |}  {res}.0136431687{txt}  {c |}
  17 {c |}  {res}.0197427321{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1115314008    .0617400251    .0282612966    .0177130956    .0161368837    .0120110212    .0095875551    .0057286116    .0026095881    .0020247097    .0015486367    .0011050747    .0007153944    .0004449734
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.29451e-11   -.0000487077   -.0001086583{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3217206884   .0556526402   .1087187494   .1620241052    .094161916   .2205380745   .0511889909   .0672979094   .0306390095   .0000112583   .0760040218   .0487420196   .0601279274   .0134469548   .1241041576
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1168039754   .1405088327{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0053823755   .2637847797   .2848758726   .0202857736   .7594873202   .3169380961   .8860315586   .9875782385   .5714656551    .032261198   .2600595156   .4346255838   .5561778981   .0148299468    .448143984
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0584642728   .4342604055{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.47029113
F-stat for first coefficient: 7.74626463
  {res}1
F-stat for IVed coefficients: 7.74626463

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,360   -.2682632    1.402461         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51360
{txt}{col 55}F( 16, 51343) = {res}  222.59
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 903.5202492{txt}{col 55}Centered R2   = {res}  0.0649
{txt}Total (uncentered) SS   = {res}         920{txt}{col 55}Uncentered R2 = {res}  0.0816
{txt}Residual SS             = {res} 844.9131017{txt}{col 55}Root MSE      = {res}   .1283

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1644901{col 26}{space 2} .0041458{col 37}{space 1}   39.68{col 46}{space 3}0.000{col 54}{space 4} .1563645{col 67}{space 3} .1726158
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0121137{col 26}{space 2} .0015669{col 37}{space 1}    7.73{col 46}{space 3}0.000{col 54}{space 4} .0090427{col 67}{space 3} .0151848
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0083986{col 26}{space 2} .0016679{col 37}{space 1}   -5.04{col 46}{space 3}0.000{col 54}{space 4}-.0116677{col 67}{space 3}-.0051296
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0000376{col 26}{space 2} .0059979{col 37}{space 1}    0.01{col 46}{space 3}0.995{col 54}{space 4}-.0117181{col 67}{space 3} .0117933
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0051467{col 26}{space 2} .0012872{col 37}{space 1}    4.00{col 46}{space 3}0.000{col 54}{space 4} .0026238{col 67}{space 3} .0076696
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0138578{col 26}{space 2} .0055201{col 37}{space 1}    2.51{col 46}{space 3}0.012{col 54}{space 4} .0030387{col 67}{space 3} .0246769
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0108286{col 26}{space 2}  .002666{col 37}{space 1}    4.06{col 46}{space 3}0.000{col 54}{space 4} .0056034{col 67}{space 3} .0160538
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .009563{col 26}{space 2} .0042533{col 37}{space 1}    2.25{col 46}{space 3}0.025{col 54}{space 4} .0012266{col 67}{space 3} .0178993
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052984{col 26}{space 2} .0011684{col 37}{space 1}    4.53{col 46}{space 3}0.000{col 54}{space 4} .0030084{col 67}{space 3} .0075884
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.81e-07{col 26}{space 2} 2.23e-07{col 37}{space 1}   -2.15{col 46}{space 3}0.031{col 54}{space 4}-9.19e-07{col 67}{space 3}-4.35e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0014556{col 26}{space 2} .0013046{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4}-.0011014{col 67}{space 3} .0040127
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}  .000394{col 26}{space 2} .0011613{col 37}{space 1}    0.34{col 46}{space 3}0.734{col 54}{space 4}-.0018822{col 67}{space 3} .0026701
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0149778{col 26}{space 2} .0036308{col 37}{space 1}    4.13{col 46}{space 3}0.000{col 54}{space 4} .0078615{col 67}{space 3} .0220941
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0007486{col 26}{space 2} .0011506{col 37}{space 1}   -0.65{col 46}{space 3}0.515{col 54}{space 4}-.0030038{col 67}{space 3} .0015066
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0059183{col 26}{space 2} .0042944{col 37}{space 1}   -1.38{col 46}{space 3}0.168{col 54}{space 4}-.0143351{col 67}{space 3} .0024986
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1351602{col 26}{space 2} .0032316{col 37}{space 1}   41.82{col 46}{space 3}0.000{col 54}{space 4} .1288264{col 67}{space 3} .1414939
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0003106{col 26}{space 2} .0019443{col 37}{space 1}    0.16{col 46}{space 3}0.873{col 54}{space 4}-.0035001{col 67}{space 3} .0041213
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,946 observations deleted)
  {res}51,360
Nvar 17
N 51360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       18.1 /        1 = {res:   18.103}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003524679{txt}  {c |}
   2 {c |}  {res}3.48966e-06{txt}  {c |}
   3 {c |}  {res}7.30275e-06{txt}  {c |}
   4 {c |}  {res}4.23355e-06{txt}  {c |}
   5 {c |}  {res}2.03826e-06{txt}  {c |}
   6 {c |}  {res} .000044245{txt}  {c |}
   7 {c |}  {res}.0000178729{txt}  {c |}
   8 {c |}  {res}.0000362907{txt}  {c |}
   9 {c |}  {res}1.06228e-06{txt}  {c |}
  10 {c |}  {res}8.03880e-14{txt}  {c |}
  11 {c |}  {res}4.09071e-06{txt}  {c |}
  12 {c |}  {res}1.60273e-06{txt}  {c |}
  13 {c |}  {res}.0000127453{txt}  {c |}
  14 {c |}  {res}1.48127e-06{txt}  {c |}
  15 {c |}  {res} .000036769{txt}  {c |}
  16 {c |}  {res}.0002395917{txt}  {c |}
  17 {c |}  {res}5.65898e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003755084    .0002673061    .0000686376    .0000286218    .0000147532    .0000111134    8.59829e-06    3.48107e-06    2.10060e-06    1.23394e-06    5.38323e-07    1.66939e-07    1.39255e-14   -3.09258e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-3.46501e-07   -1.58630e-06   -8.87478e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187741297   .0018680637   .0027023592   .0020575596   .0014276775   .0066516923   .0042276385   .0060241767   .0010306701   2.83528e-07   .0020225495   .0012659906   .0035700538   .0012170743   .0060637485
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154787491   .0023788619{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   8.89395e-11   .0018842733   .9854123701   .0003122058   .0372194278   .0104258979   .1124146664   2.73674e-07   .0896723332   .4717121898   .7556512049   .0000272396   .5384938305   .3290581079
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8961253533{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: .850780983
F-stat for first coefficient: 76.76442
  {res}1
F-stat for IVed coefficients: 76.76442

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,360    .0179128    .1326358          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with L
(50,764 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   41328
{txt}{col 55}F( 16, 41311) = {res}   23.08
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 81098.34921{txt}{col 55}Centered R2   = {res}  0.0047
{txt}Total (uncentered) SS   = {res}       83600{txt}{col 55}Uncentered R2 = {res}  0.0345
{txt}Residual SS             = {res} 80717.09055{txt}{col 55}Root MSE      = {res}   1.398

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.7703656{col 26}{space 2}  .307379{col 37}{space 1}   -2.51{col 46}{space 3}0.012{col 54}{space 4}-1.372817{col 67}{space 3}-.1679139
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0748063{col 26}{space 2} .0194908{col 37}{space 1}    3.84{col 46}{space 3}0.000{col 54}{space 4}  .036605{col 67}{space 3} .1130076
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1411705{col 26}{space 2}  .020483{col 37}{space 1}   -6.89{col 46}{space 3}0.000{col 54}{space 4}-.1813165{col 67}{space 3}-.1010246
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3397936{col 26}{space 2} .0689947{col 37}{space 1}   -4.92{col 46}{space 3}0.000{col 54}{space 4}-.4750208{col 67}{space 3}-.2045664
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0196137{col 26}{space 2} .0155738{col 37}{space 1}    1.26{col 46}{space 3}0.208{col 54}{space 4}-.0109105{col 67}{space 3} .0501378
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2845705{col 26}{space 2} .0662176{col 37}{space 1}    4.30{col 46}{space 3}0.000{col 54}{space 4} .1547864{col 67}{space 3} .4143547
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0170164{col 26}{space 2} .0322817{col 37}{space 1}    0.53{col 46}{space 3}0.598{col 54}{space 4}-.0462546{col 67}{space 3} .0802874
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0555923{col 26}{space 2} .0533793{col 37}{space 1}   -1.04{col 46}{space 3}0.298{col 54}{space 4}-.1602139{col 67}{space 3} .0490293
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0074883{col 26}{space 2} .0142979{col 37}{space 1}   -0.52{col 46}{space 3}0.600{col 54}{space 4}-.0355117{col 67}{space 3} .0205351
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}  -.00003{col 26}{space 2} 2.72e-06{col 37}{space 1}  -11.03{col 46}{space 3}0.000{col 54}{space 4}-.0000353{col 67}{space 3}-.0000247
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.1455105{col 26}{space 2} .0158434{col 37}{space 1}   -9.18{col 46}{space 3}0.000{col 54}{space 4} -.176563{col 67}{space 3} -.114458
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0072418{col 26}{space 2} .0141438{col 37}{space 1}    0.51{col 46}{space 3}0.609{col 54}{space 4}-.0204795{col 67}{space 3} .0349631
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}-.0048728{col 26}{space 2} .0450425{col 37}{space 1}   -0.11{col 46}{space 3}0.914{col 54}{space 4}-.0931544{col 67}{space 3} .0834088
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0475505{col 26}{space 2} .0139636{col 37}{space 1}   -3.41{col 46}{space 3}0.001{col 54}{space 4}-.0749187{col 67}{space 3}-.0201822
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1994562{col 26}{space 2} .0535122{col 37}{space 1}    3.73{col 46}{space 3}0.000{col 54}{space 4} .0945743{col 67}{space 3} .3043381
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2509728{col 26}{space 2} .0550397{col 37}{space 1}    4.56{col 46}{space 3}0.000{col 54}{space 4} .1430969{col 67}{space 3} .3588486
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} -.051181{col 26}{space 2} .0235326{col 37}{space 1}   -2.17{col 46}{space 3}0.030{col 54}{space 4} -.097304{col 67}{space 3}-.0050581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(252,978 observations deleted)
  {res}41,328
Nvar 17
N 41328
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       11.9 /        1 = {res:   11.927}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0943575583{txt}  {c |}
   2 {c |}  {res}.0029131649{txt}  {c |}
   3 {c |}  {res}.0123940347{txt}  {c |}
   4 {c |}  {res}.0281970928{txt}  {c |}
   5 {c |}  {res}.0096242201{txt}  {c |}
   6 {c |}  {res}.0587096104{txt}  {c |}
   7 {c |}  {res}.0032181372{txt}  {c |}
   8 {c |}  {res}.0040156959{txt}  {c |}
   9 {c |}  {res} .000907406{txt}  {c |}
  10 {c |}  {res}1.24890e-10{txt}  {c |}
  11 {c |}  {res}.0052147097{txt}  {c |}
  12 {c |}  {res}.0019580104{txt}  {c |}
  13 {c |}  {res}.0040446716{txt}  {c |}
  14 {c |}  {res}.0002625836{txt}  {c |}
  15 {c |}  {res} .016792533{txt}  {c |}
  16 {c |}  {res} .014925458{txt}  {c |}
  17 {c |}  {res}.0206139188{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1158762111    .0627073466    .0289171565    .0184911854    .0169242251    .0126904244    .0082653239    .0059847955    .0033545805     .001893799    .0014778509     .000875797    .0004951686    .0003699505
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.03042e-11   -.0000542213   -.0001207883{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3071767541   .0539737426   .1113284991      .1679199   .0981031095   .2423006612   .0567286273   .0633695185   .0301231802   .0000111754   .0722129466   .0442494113   .0635977326   .0162044303   .1295860062
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1221697918   .1435754814{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0121454329   .1657541805   .2047786759   .0430169003   .8415358715   .2402139695   .7642061596   .3803386302   .8036792605   .0072498779   .0439025849   .8699998781   .9389267524   .0033417945    .123760354
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0399471692    .721485076{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.5685836
F-stat for first coefficient: 6.28951431
  {res}1
F-stat for IVed coefficients: 6.28951431

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     41,328   -.2460317    1.400842         -6          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   41328
{txt}{col 55}F( 16, 41311) = {res}  160.67
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 741.2072929{txt}{col 55}Centered R2   = {res}  0.0586
{txt}Total (uncentered) SS   = {res}         755{txt}{col 55}Uncentered R2 = {res}  0.0758
{txt}Residual SS             = {res} 697.7845494{txt}{col 55}Root MSE      = {res}   .1299

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .156971{col 26}{space 2} .0044861{col 37}{space 1}   34.99{col 46}{space 3}0.000{col 54}{space 4} .1481784{col 67}{space 3} .1657637
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0116422{col 26}{space 2} .0017805{col 37}{space 1}    6.54{col 46}{space 3}0.000{col 54}{space 4} .0081524{col 67}{space 3}  .015132
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0078361{col 26}{space 2}   .00189{col 37}{space 1}   -4.15{col 46}{space 3}0.000{col 54}{space 4}-.0115404{col 67}{space 3}-.0041318
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0014445{col 26}{space 2}  .006415{col 37}{space 1}    0.23{col 46}{space 3}0.822{col 54}{space 4}-.0111287{col 67}{space 3} .0140178
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0059151{col 26}{space 2} .0014384{col 37}{space 1}    4.11{col 46}{space 3}0.000{col 54}{space 4} .0030958{col 67}{space 3} .0087343
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}    .0136{col 26}{space 2}  .006144{col 37}{space 1}    2.21{col 46}{space 3}0.027{col 54}{space 4}  .001558{col 67}{space 3}  .025642
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}  .008686{col 26}{space 2} .0029905{col 37}{space 1}    2.90{col 46}{space 3}0.004{col 54}{space 4} .0028248{col 67}{space 3} .0145472
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0075629{col 26}{space 2} .0049575{col 37}{space 1}    1.53{col 46}{space 3}0.127{col 54}{space 4}-.0021536{col 67}{space 3} .0172794
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0058724{col 26}{space 2} .0013202{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4}  .003285{col 67}{space 3} .0084599
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.79e-07{col 26}{space 2} 2.52e-07{col 37}{space 1}   -2.30{col 46}{space 3}0.022{col 54}{space 4}-1.07e-06{col 67}{space 3}-8.48e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0004208{col 26}{space 2} .0014731{col 37}{space 1}    0.29{col 46}{space 3}0.775{col 54}{space 4}-.0024665{col 67}{space 3}  .003308
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0008357{col 26}{space 2} .0013147{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4} -.001741{col 67}{space 3} .0034125
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0136031{col 26}{space 2}   .00417{col 37}{space 1}    3.26{col 46}{space 3}0.001{col 54}{space 4} .0054301{col 67}{space 3} .0217762
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0005536{col 26}{space 2} .0012982{col 37}{space 1}   -0.43{col 46}{space 3}0.670{col 54}{space 4} -.003098{col 67}{space 3} .0019909
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0027879{col 26}{space 2} .0049746{col 37}{space 1}   -0.56{col 46}{space 3}0.575{col 54}{space 4}-.0125379{col 67}{space 3}  .006962
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1250268{col 26}{space 2} .0036507{col 37}{space 1}   34.25{col 46}{space 3}0.000{col 54}{space 4} .1178717{col 67}{space 3}  .132182
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0008911{col 26}{space 2} .0021866{col 37}{space 1}    0.41{col 46}{space 3}0.684{col 54}{space 4}-.0033946{col 67}{space 3} .0051767
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(252,978 observations deleted)
  {res}41,328
Nvar 17
N 41328
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       11.6 /        1 = {res:   11.594}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003636676{txt}  {c |}
   2 {c |}  {res}3.45122e-06{txt}  {c |}
   3 {c |}  {res}7.59855e-06{txt}  {c |}
   4 {c |}  {res}5.42385e-06{txt}  {c |}
   5 {c |}  {res}1.80946e-06{txt}  {c |}
   6 {c |}  {res}.0000865045{txt}  {c |}
   7 {c |}  {res}.0000157948{txt}  {c |}
   8 {c |}  {res}.0000423253{txt}  {c |}
   9 {c |}  {res}1.49385e-06{txt}  {c |}
  10 {c |}  {res}8.90941e-14{txt}  {c |}
  11 {c |}  {res}3.74339e-06{txt}  {c |}
  12 {c |}  {res}2.68708e-06{txt}  {c |}
  13 {c |}  {res}.0000118156{txt}  {c |}
  14 {c |}  {res}1.39734e-06{txt}  {c |}
  15 {c |}  {res} .000041123{txt}  {c |}
  16 {c |}  {res}.0001546468{txt}  {c |}
  17 {c |}  {res}4.34148e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003901966    .0001968226    .0000991967    .0000274338    .0000152152    9.53631e-06    7.31524e-06    4.57770e-06    2.51481e-06    1.53938e-06    8.31138e-07    4.00445e-08   -2.66210e-14   -6.16200e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-9.60481e-07   -1.68007e-06   -4.13891e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0190700711   .0018577467    .002756547   .0023289153   .0013451606   .0093007822   .0039742627   .0065057915   .0012222328   2.98486e-07   .0019347838   .0016392325   .0034373769   .0011820914   .0064127236
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0124357069    .002083622{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}2.22045e-16   3.68438e-10    .004473064   .5350898773   .0000109604   .1436740703   .0288474612   .2450358215   1.55003e-06   .0522998233   .8278437535   .6101758228   .0000757636   .6395769573   .6637436868
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .6688952706{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 8.46958186
F-stat for first coefficient: 67.7539217
  {res}1
F-stat for IVed coefficients: 67.7539217

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     41,328    .0182685    .1339223          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with M
(45,804 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   44253
{txt}{col 55}F( 16, 44236) = {res}   14.83
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 86819.66583{txt}{col 55}Centered R2   = {res} -0.0005
{txt}Total (uncentered) SS   = {res}       90372{txt}{col 55}Uncentered R2 = {res}  0.0388
{txt}Residual SS             = {res} 86863.63932{txt}{col 55}Root MSE      = {res}   1.401

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2} -.828717{col 26}{space 2} .2792537{col 37}{space 1}   -2.97{col 46}{space 3}0.003{col 54}{space 4}-1.376044{col 67}{space 3}-.2813898
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}   .01749{col 26}{space 2} .0192606{col 37}{space 1}    0.91{col 46}{space 3}0.364{col 54}{space 4}-.0202602{col 67}{space 3} .0552401
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0300757{col 26}{space 2} .0200815{col 37}{space 1}   -1.50{col 46}{space 3}0.134{col 54}{space 4}-.0694347{col 67}{space 3} .0092834
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3720692{col 26}{space 2} .0683826{col 37}{space 1}   -5.44{col 46}{space 3}0.000{col 54}{space 4}-.5060967{col 67}{space 3}-.2380418
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0524463{col 26}{space 2} .0150777{col 37}{space 1}    3.48{col 46}{space 3}0.001{col 54}{space 4} .0228945{col 67}{space 3}  .081998
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}  .170308{col 26}{space 2} .0590921{col 37}{space 1}    2.88{col 46}{space 3}0.004{col 54}{space 4} .0544897{col 67}{space 3} .2861263
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0161386{col 26}{space 2} .0311784{col 37}{space 1}   -0.52{col 46}{space 3}0.605{col 54}{space 4}-.0772472{col 67}{space 3}   .04497
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0167661{col 26}{space 2} .0503765{col 37}{space 1}    0.33{col 46}{space 3}0.739{col 54}{space 4}-.0819701{col 67}{space 3} .1155023
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0328982{col 26}{space 2} .0138712{col 37}{space 1}   -2.37{col 46}{space 3}0.018{col 54}{space 4}-.0600852{col 67}{space 3}-.0057113
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000263{col 26}{space 2} 2.61e-06{col 37}{space 1}  -10.11{col 46}{space 3}0.000{col 54}{space 4}-.0000314{col 67}{space 3}-.0000212
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.1048781{col 26}{space 2} .0153058{col 37}{space 1}   -6.85{col 46}{space 3}0.000{col 54}{space 4}-.1348769{col 67}{space 3}-.0748793
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0860399{col 26}{space 2} .0136694{col 37}{space 1}   -6.29{col 46}{space 3}0.000{col 54}{space 4}-.1128314{col 67}{space 3}-.0592485
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .041761{col 26}{space 2} .0426694{col 37}{space 1}    0.98{col 46}{space 3}0.328{col 54}{space 4}-.0418695{col 67}{space 3} .1253914
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.037424{col 26}{space 2} .0135548{col 37}{space 1}   -2.76{col 46}{space 3}0.006{col 54}{space 4}-.0639908{col 67}{space 3}-.0108571
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0372456{col 26}{space 2} .0507439{col 37}{space 1}    0.73{col 46}{space 3}0.463{col 54}{space 4}-.0622107{col 67}{space 3} .1367019
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1861605{col 26}{space 2}  .053988{col 37}{space 1}    3.45{col 46}{space 3}0.001{col 54}{space 4}  .080346{col 67}{space 3} .2919751
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0859038{col 26}{space 2} .0226581{col 37}{space 1}   -3.79{col 46}{space 3}0.000{col 54}{space 4}-.1303128{col 67}{space 3}-.0414948
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(250,053 observations deleted)
  {res}44,253
Nvar 17
N 44253
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.         13 /        1 = {res:       13}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0969437837{txt}  {c |}
   2 {c |}  {res}.0034667573{txt}  {c |}
   3 {c |}  {res}.0125123229{txt}  {c |}
   4 {c |}  {res}.0260519385{txt}  {c |}
   5 {c |}  {res}.0082680692{txt}  {c |}
   6 {c |}  {res}.0429195934{txt}  {c |}
   7 {c |}  {res}.0018473505{txt}  {c |}
   8 {c |}  {res}.0050847303{txt}  {c |}
   9 {c |}  {res}.0010855664{txt}  {c |}
  10 {c |}  {res}1.33518e-10{txt}  {c |}
  11 {c |}  {res}.0065011845{txt}  {c |}
  12 {c |}  {res}.0023926267{txt}  {c |}
  13 {c |}  {res}.0048984304{txt}  {c |}
  14 {c |}  {res}.0002525586{txt}  {c |}
  15 {c |}  {res}.0162155393{txt}  {c |}
  16 {c |}  {res}.0115616901{txt}  {c |}
  17 {c |}  {res}.0204744936{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1032452309    .0589793186    .0283446634    .0186043781    .0159033893    .0126806241    .0093159145    .0050644952     .002947068    .0023662114    .0016767406    .0009598457    .0004002917    .0002103009
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.50028e-11   -.0000668949   -.0001549421{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3113579671   .0588791758    .111858495   .1614061292   .0909289239   .2071704452   .0429808159   .0713072946    .032947934    .000011555   .0806299228   .0489144834    .069988788   .0158920909   .1273402503
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1075252998   .1430891105{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0077765277   .7664297244   .7880279543   .0211568269   .5640859801   .4110388198   .7073005338   .8141122237   .3180408333   .0226351034   .1933494254   .0785797706   .5507206197   .0185286882   .7699129914
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0833949942   .5482719165{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.85437089
F-stat for first coefficient: 7.08422884
  {res}1
F-stat for IVed coefficients: 7.08422884

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     44,253   -.2833254    1.400692         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   44253
{txt}{col 55}F( 16, 44236) = {res}  193.90
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 804.8055499{txt}{col 55}Centered R2   = {res}  0.0655
{txt}Total (uncentered) SS   = {res}         820{txt}{col 55}Uncentered R2 = {res}  0.0829
{txt}Residual SS             = {res} 752.0617194{txt}{col 55}Root MSE      = {res}   .1304

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .167202{col 26}{space 2} .0043446{col 37}{space 1}   38.49{col 46}{space 3}0.000{col 54}{space 4} .1586868{col 67}{space 3} .1757173
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0123934{col 26}{space 2} .0017618{col 37}{space 1}    7.03{col 46}{space 3}0.000{col 54}{space 4} .0089403{col 67}{space 3} .0158464
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0084869{col 26}{space 2} .0018538{col 37}{space 1}   -4.58{col 46}{space 3}0.000{col 54}{space 4}-.0121202{col 67}{space 3}-.0048536
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0021668{col 26}{space 2} .0063623{col 37}{space 1}   -0.34{col 46}{space 3}0.733{col 54}{space 4}-.0146367{col 67}{space 3} .0103032
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0058567{col 26}{space 2} .0013948{col 37}{space 1}    4.20{col 46}{space 3}0.000{col 54}{space 4}  .003123{col 67}{space 3} .0085904
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0124678{col 26}{space 2} .0054863{col 37}{space 1}    2.27{col 46}{space 3}0.023{col 54}{space 4} .0017148{col 67}{space 3} .0232208
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0094747{col 26}{space 2}  .002889{col 37}{space 1}    3.28{col 46}{space 3}0.001{col 54}{space 4} .0038122{col 67}{space 3} .0151371
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0082444{col 26}{space 2} .0046815{col 37}{space 1}    1.76{col 46}{space 3}0.078{col 54}{space 4}-.0009313{col 67}{space 3}   .01742
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0061961{col 26}{space 2} .0012821{col 37}{space 1}    4.83{col 46}{space 3}0.000{col 54}{space 4} .0036833{col 67}{space 3}  .008709
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-3.84e-07{col 26}{space 2} 2.42e-07{col 37}{space 1}   -1.59{col 46}{space 3}0.112{col 54}{space 4}-8.59e-07{col 67}{space 3} 9.02e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0019574{col 26}{space 2} .0014237{col 37}{space 1}    1.37{col 46}{space 3}0.169{col 54}{space 4} -.000833{col 67}{space 3} .0047478
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}  .000676{col 26}{space 2} .0012717{col 37}{space 1}    0.53{col 46}{space 3}0.595{col 54}{space 4}-.0018165{col 67}{space 3} .0031685
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0138229{col 26}{space 2} .0039542{col 37}{space 1}    3.50{col 46}{space 3}0.000{col 54}{space 4} .0060727{col 67}{space 3} .0215731
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006328{col 26}{space 2} .0012611{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.0031045{col 67}{space 3}  .001839
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0044187{col 26}{space 2} .0047199{col 37}{space 1}   -0.94{col 46}{space 3}0.349{col 54}{space 4}-.0136696{col 67}{space 3} .0048322
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1344489{col 26}{space 2} .0035849{col 37}{space 1}   37.50{col 46}{space 3}0.000{col 54}{space 4} .1274225{col 67}{space 3} .1414752
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} -.000844{col 26}{space 2} .0021093{col 37}{space 1}   -0.40{col 46}{space 3}0.689{col 54}{space 4} -.004978{col 67}{space 3} .0032901
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(250,053 observations deleted)
  {res}44,253
Nvar 17
N 44253
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       13.5 /        1 = {res:   13.451}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003890615{txt}  {c |}
   2 {c |}  {res}4.51095e-06{txt}  {c |}
   3 {c |}  {res}8.74214e-06{txt}  {c |}
   4 {c |}  {res}7.95146e-06{txt}  {c |}
   5 {c |}  {res}2.14168e-06{txt}  {c |}
   6 {c |}  {res}.0000296365{txt}  {c |}
   7 {c |}  {res}.0000194743{txt}  {c |}
   8 {c |}  {res}.0000475623{txt}  {c |}
   9 {c |}  {res}1.10492e-06{txt}  {c |}
  10 {c |}  {res}7.55436e-14{txt}  {c |}
  11 {c |}  {res}4.33267e-06{txt}  {c |}
  12 {c |}  {res}1.71155e-06{txt}  {c |}
  13 {c |}  {res}.0000198196{txt}  {c |}
  14 {c |}  {res}1.92005e-06{txt}  {c |}
  15 {c |}  {res}.0000465854{txt}  {c |}
  16 {c |}  {res}.0003086876{txt}  {c |}
  17 {c |}  {res}5.42545e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004252739    .0003402253    .0000573968    .0000375041    .0000152553    .0000141326    9.90639e-06    5.86610e-06    2.82076e-06    1.31897e-06    7.24060e-07    1.43385e-07    1.58061e-08    3.50545e-16
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-3.87449e-07   -7.24432e-07   -.0000108036{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0197246408   .0021239001   .0029567104   .0028198325   .0014634466   .0054439391   .0044129702   .0068965441   .0010511528   2.74852e-07   .0020815057   .0013082619   .0044519224   .0013856602   .0068253495
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0175695073   .0023292598{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   5.37293e-09   .0040997591   .4422496582   .0000628029   .0220083805   .0317929817   .2319176891   3.75640e-09   .1619478151   .3470222467   .6053439184   .0019033012   .6479189952   .5173777649
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}1.97620e-14   .7171071801{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 38.050814
F-stat for first coefficient: 71.8563095
  {res}1
F-stat for IVed coefficients: 71.8563095

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     44,253    .0185298    .1348587          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with N
(8,616 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51681
{txt}{col 55}F( 16, 51664) = {res}   17.32
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 101690.3979{txt}{col 55}Centered R2   = {res} -0.0010
{txt}Total (uncentered) SS   = {res}      105676{txt}{col 55}Uncentered R2 = {res}  0.0368
{txt}Residual SS             = {res}  101787.306{txt}{col 55}Root MSE      = {res}   1.403

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9495955{col 26}{space 2} .2759666{col 37}{space 1}   -3.44{col 46}{space 3}0.001{col 54}{space 4} -1.49048{col 67}{space 3} -.408711
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0736036{col 26}{space 2} .0174608{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4} .0393811{col 67}{space 3}  .107826
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1344355{col 26}{space 2} .0183777{col 37}{space 1}   -7.32{col 46}{space 3}0.000{col 54}{space 4}-.1704551{col 67}{space 3}-.0984159
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3717047{col 26}{space 2}  .065608{col 37}{space 1}   -5.67{col 46}{space 3}0.000{col 54}{space 4} -.500294{col 67}{space 3}-.2431153
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .013585{col 26}{space 2} .0139728{col 37}{space 1}    0.97{col 46}{space 3}0.331{col 54}{space 4}-.0138012{col 67}{space 3} .0409712
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2478511{col 26}{space 2} .0558675{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} .1383529{col 67}{space 3} .3573493
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0061202{col 26}{space 2} .0292942{col 37}{space 1}    0.21{col 46}{space 3}0.835{col 54}{space 4}-.0512954{col 67}{space 3} .0635358
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0034301{col 26}{space 2}  .046853{col 37}{space 1}    0.07{col 46}{space 3}0.942{col 54}{space 4}   -.0884{col 67}{space 3} .0952602
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0200707{col 26}{space 2} .0128059{col 37}{space 1}   -1.57{col 46}{space 3}0.117{col 54}{space 4}-.0451698{col 67}{space 3} .0050283
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2} -.000024{col 26}{space 2} 2.42e-06{col 37}{space 1}   -9.91{col 46}{space 3}0.000{col 54}{space 4}-.0000287{col 67}{space 3}-.0000193
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0888361{col 26}{space 2} .0141487{col 37}{space 1}   -6.28{col 46}{space 3}0.000{col 54}{space 4}-.1165671{col 67}{space 3}-.0611051
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0307619{col 26}{space 2} .0126866{col 37}{space 1}   -2.42{col 46}{space 3}0.015{col 54}{space 4}-.0556272{col 67}{space 3}-.0058965
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0428094{col 26}{space 2} .0403365{col 37}{space 1}    1.06{col 46}{space 3}0.289{col 54}{space 4}-.0362486{col 67}{space 3} .1218674
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0307248{col 26}{space 2} .0125513{col 37}{space 1}   -2.45{col 46}{space 3}0.014{col 54}{space 4}-.0553249{col 67}{space 3}-.0061248
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0700789{col 26}{space 2} .0472321{col 37}{space 1}    1.48{col 46}{space 3}0.138{col 54}{space 4}-.0224944{col 67}{space 3} .1626522
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .219931{col 26}{space 2} .0519254{col 37}{space 1}    4.24{col 46}{space 3}0.000{col 54}{space 4} .1181591{col 67}{space 3}  .321703
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1058483{col 26}{space 2} .0210312{col 37}{space 1}   -5.03{col 46}{space 3}0.000{col 54}{space 4}-.1470687{col 67}{space 3}-.0646279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,625 observations deleted)
  {res}51,681
Nvar 17
N 51681
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.9 /        1 = {res:   17.856}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1011665042{txt}  {c |}
   2 {c |}  {res}.0027059078{txt}  {c |}
   3 {c |}  {res}.0106525068{txt}  {c |}
   4 {c |}  {res}.0267250889{txt}  {c |}
   5 {c |}  {res} .008213363{txt}  {c |}
   6 {c |}  {res}.0418480212{txt}  {c |}
   7 {c |}  {res}.0020725427{txt}  {c |}
   8 {c |}  {res}.0045065648{txt}  {c |}
   9 {c |}  {res} .000922165{txt}  {c |}
  10 {c |}  {res}1.26022e-10{txt}  {c |}
  11 {c |}  {res}.0058094692{txt}  {c |}
  12 {c |}  {res}.0022109402{txt}  {c |}
  13 {c |}  {res}.0036637556{txt}  {c |}
  14 {c |}  {res}.0001253196{txt}  {c |}
  15 {c |}  {res}.0155761932{txt}  {c |}
  16 {c |}  {res}.0136132302{txt}  {c |}
  17 {c |}  {res}.0186489856{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1087627191    .0571745549    .0279517313     .016642038    .0147789112     .012251815    .0077249527    .0051356159    .0026749954    .0018924765    .0014534346    .0011094732     .000646322    .0004281788
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.60324e-11   -.0000633386    -.000103322{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3180668234   .0520183412   .1032109819   .1634780992   .0906276062    .204567889   .0455251878   .0671309524     .03036717   .0000112259   .0762198739    .047020636   .0605289652   .0111946232   .1248046199
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1166757482   .1365612887{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .002830948   .1570820092    .192734883   .0229823716   .8808439434   .2256717685   .8930577192   .9592492098   .5086542545   .0325245454   .2438069556    .512969924   .4794079533   .0060583583    .574450711
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0594330159   .4382819818{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.7100059
F-stat for first coefficient: 8.91334145
  {res}1
F-stat for IVed coefficients: 8.91334145

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,681   -.2777036    1.402745         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51681
{txt}{col 55}F( 16, 51664) = {res}  219.40
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 900.7292429{txt}{col 55}Centered R2   = {res}  0.0636
{txt}Total (uncentered) SS   = {res}         917{txt}{col 55}Uncentered R2 = {res}  0.0802
{txt}Residual SS             = {res} 843.4207898{txt}{col 55}Root MSE      = {res}   .1277

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1643741{col 26}{space 2} .0041292{col 37}{space 1}   39.81{col 46}{space 3}0.000{col 54}{space 4} .1562811{col 67}{space 3} .1724672
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0120983{col 26}{space 2} .0015597{col 37}{space 1}    7.76{col 46}{space 3}0.000{col 54}{space 4} .0090414{col 67}{space 3} .0151553
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0082385{col 26}{space 2} .0016591{col 37}{space 1}   -4.97{col 46}{space 3}0.000{col 54}{space 4}-.0114903{col 67}{space 3}-.0049867
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002265{col 26}{space 2} .0059721{col 37}{space 1}   -0.04{col 46}{space 3}0.970{col 54}{space 4}-.0119317{col 67}{space 3} .0114786
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0046429{col 26}{space 2} .0012666{col 37}{space 1}    3.67{col 46}{space 3}0.000{col 54}{space 4} .0021604{col 67}{space 3} .0071254
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0134101{col 26}{space 2}  .005072{col 37}{space 1}    2.64{col 46}{space 3}0.008{col 54}{space 4}  .003469{col 67}{space 3} .0233511
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0111076{col 26}{space 2} .0026507{col 37}{space 1}    4.19{col 46}{space 3}0.000{col 54}{space 4} .0059123{col 67}{space 3} .0163029
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0097249{col 26}{space 2} .0042569{col 37}{space 1}    2.28{col 46}{space 3}0.022{col 54}{space 4} .0013815{col 67}{space 3} .0180682
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0051082{col 26}{space 2} .0011597{col 37}{space 1}    4.40{col 46}{space 3}0.000{col 54}{space 4} .0028352{col 67}{space 3} .0073812
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.71e-07{col 26}{space 2} 2.20e-07{col 37}{space 1}   -2.14{col 46}{space 3}0.032{col 54}{space 4}-9.02e-07{col 67}{space 3}-3.99e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}  .001042{col 26}{space 2} .0012879{col 37}{space 1}    0.81{col 46}{space 3}0.418{col 54}{space 4}-.0014822{col 67}{space 3} .0035661
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0005632{col 26}{space 2} .0011547{col 37}{space 1}    0.49{col 46}{space 3}0.626{col 54}{space 4}-.0016999{col 67}{space 3} .0028264
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0153266{col 26}{space 2}  .003652{col 37}{space 1}    4.20{col 46}{space 3}0.000{col 54}{space 4} .0081688{col 67}{space 3} .0224843
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.000357{col 26}{space 2} .0011425{col 37}{space 1}   -0.31{col 46}{space 3}0.755{col 54}{space 4}-.0025962{col 67}{space 3} .0018823
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0064385{col 26}{space 2}  .004296{col 37}{space 1}   -1.50{col 46}{space 3}0.134{col 54}{space 4}-.0148585{col 67}{space 3} .0019815
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1346326{col 26}{space 2} .0032808{col 37}{space 1}   41.04{col 46}{space 3}0.000{col 54}{space 4} .1282023{col 67}{space 3} .1410629
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0008097{col 26}{space 2} .0019134{col 37}{space 1}    0.42{col 46}{space 3}0.672{col 54}{space 4}-.0029405{col 67}{space 3} .0045598
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,625 observations deleted)
  {res}51,681
Nvar 17
N 51681
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.7 /        1 = {res:   17.716}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003513596{txt}  {c |}
   2 {c |}  {res}3.50872e-06{txt}  {c |}
   3 {c |}  {res}7.05238e-06{txt}  {c |}
   4 {c |}  {res}3.93071e-06{txt}  {c |}
   5 {c |}  {res}1.60380e-06{txt}  {c |}
   6 {c |}  {res} .000037069{txt}  {c |}
   7 {c |}  {res}.0000183085{txt}  {c |}
   8 {c |}  {res}.0000380042{txt}  {c |}
   9 {c |}  {res}1.08174e-06{txt}  {c |}
  10 {c |}  {res}8.17090e-14{txt}  {c |}
  11 {c |}  {res}3.83666e-06{txt}  {c |}
  12 {c |}  {res}1.49035e-06{txt}  {c |}
  13 {c |}  {res}.0000138727{txt}  {c |}
  14 {c |}  {res}1.73556e-06{txt}  {c |}
  15 {c |}  {res}.0000364181{txt}  {c |}
  16 {c |}  {res}.0002645697{txt}  {c |}
  17 {c |}  {res}5.04780e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res}  .000377177    .0002907588    .0000605046    .0000315069    .0000142357    .0000108212    8.66881e-06    3.63229e-06    1.64366e-06    8.99076e-07    7.32119e-07    1.33602e-07    7.05875e-15   -2.25894e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.81432e-07   -1.60578e-06   -9.41109e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187445881    .001873159   .0026556318   .0019826022   .0012664126   .0060884352   .0042788491   .0061647542   .0010400697   2.85848e-07   .0019587393    .001220797   .0037246039   .0013174056   .0060347408
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .016265599    .002246731{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.05544e-10   .0019204128   .9090294051   .0002461906   .0276266838   .0094334594   .1146820883   9.04236e-07    .099392586   .5947531341   .6445340004   .0000387253   .7864089423   .2860118107
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}2.22045e-16    .718563972{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -6.18135411
F-stat for first coefficient: 76.8980261
  {res}1
F-stat for IVed coefficients: 76.8980261

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,681    .0177435    .1320188          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with O
(8,616 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51040
{txt}{col 55}F( 16, 51023) = {res}   19.40
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 99339.34671{txt}{col 55}Centered R2   = {res} -0.0017
{txt}Total (uncentered) SS   = {res}      102716{txt}{col 55}Uncentered R2 = {res}  0.0313
{txt}Residual SS             = {res} 99505.56121{txt}{col 55}Root MSE      = {res}   1.396

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.035573{col 26}{space 2} .2760556{col 37}{space 1}   -3.75{col 46}{space 3}0.000{col 54}{space 4}-1.576632{col 67}{space 3} -.494514
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0768733{col 26}{space 2} .0175036{col 37}{space 1}    4.39{col 46}{space 3}0.000{col 54}{space 4} .0425668{col 67}{space 3} .1111798
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1407821{col 26}{space 2} .0184029{col 37}{space 1}   -7.65{col 46}{space 3}0.000{col 54}{space 4}-.1768511{col 67}{space 3}-.1047131
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3805974{col 26}{space 2} .0654998{col 37}{space 1}   -5.81{col 46}{space 3}0.000{col 54}{space 4}-.5089746{col 67}{space 3}-.2522203
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .040045{col 26}{space 2} .0139557{col 37}{space 1}    2.87{col 46}{space 3}0.004{col 54}{space 4} .0126923{col 67}{space 3} .0673977
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2092851{col 26}{space 2} .0556068{col 37}{space 1}    3.76{col 46}{space 3}0.000{col 54}{space 4} .1002977{col 67}{space 3} .3182725
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0069531{col 26}{space 2} .0298073{col 37}{space 1}   -0.23{col 46}{space 3}0.816{col 54}{space 4}-.0653744{col 67}{space 3} .0514683
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0040454{col 26}{space 2}  .046444{col 37}{space 1}   -0.09{col 46}{space 3}0.931{col 54}{space 4}-.0950739{col 67}{space 3} .0869831
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0152423{col 26}{space 2} .0128142{col 37}{space 1}   -1.19{col 46}{space 3}0.234{col 54}{space 4}-.0403576{col 67}{space 3} .0098731
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000253{col 26}{space 2} 2.46e-06{col 37}{space 1}  -10.29{col 46}{space 3}0.000{col 54}{space 4}-.0000302{col 67}{space 3}-.0000205
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0762285{col 26}{space 2} .0141544{col 37}{space 1}   -5.39{col 46}{space 3}0.000{col 54}{space 4}-.1039706{col 67}{space 3}-.0484863
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0323683{col 26}{space 2} .0126946{col 37}{space 1}   -2.55{col 46}{space 3}0.011{col 54}{space 4}-.0572492{col 67}{space 3}-.0074874
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0405025{col 26}{space 2} .0402595{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4}-.0384046{col 67}{space 3} .1194096
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0323894{col 26}{space 2}   .01257{col 37}{space 1}   -2.58{col 46}{space 3}0.010{col 54}{space 4}-.0570261{col 67}{space 3}-.0077527
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1152711{col 26}{space 2} .0468509{col 37}{space 1}    2.46{col 46}{space 3}0.014{col 54}{space 4} .0234451{col 67}{space 3} .2070971
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2215501{col 26}{space 2} .0525868{col 37}{space 1}    4.21{col 46}{space 3}0.000{col 54}{space 4} .1184819{col 67}{space 3} .3246184
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1132893{col 26}{space 2} .0210503{col 37}{space 1}   -5.38{col 46}{space 3}0.000{col 54}{space 4}-.1545471{col 67}{space 3}-.0720315
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(243,266 observations deleted)
  {res}51,040
Nvar 17
N 51040
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.7 /        1 = {res:    17.69}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1061417417{txt}  {c |}
   2 {c |}  {res}.0026622521{txt}  {c |}
   3 {c |}  {res}.0102675524{txt}  {c |}
   4 {c |}  {res}.0278588415{txt}  {c |}
   5 {c |}  {res}.0082129125{txt}  {c |}
   6 {c |}  {res}.0417613543{txt}  {c |}
   7 {c |}  {res}.0025426322{txt}  {c |}
   8 {c |}  {res}.0045762375{txt}  {c |}
   9 {c |}  {res}.0009789392{txt}  {c |}
  10 {c |}  {res}1.49701e-10{txt}  {c |}
  11 {c |}  {res}.0058368647{txt}  {c |}
  12 {c |}  {res}.0021973172{txt}  {c |}
  13 {c |}  {res} .003874713{txt}  {c |}
  14 {c |}  {res}.0001205198{txt}  {c |}
  15 {c |}  {res}.0164484224{txt}  {c |}
  16 {c |}  {res}.0133353453{txt}  {c |}
  17 {c |}  {res}.0188683518{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1125127511    .0592442511     .028681827    .0176384219    .0150646128    .0112098416     .007547397    .0052919886    .0026763665    .0022083529    .0014193309    .0010831956    .0007633489    .0004803756
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.92081e-11   -.0000487264   -.0000893375{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3257940173   .0515970169   .1013289316   .1669096806    .090625121   .2043559499   .0504245196   .0676478939   .0312880033   .0000122352    .076399376   .0468755497   .0622471929   .0109781518   .1282514031
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1154787657   .1373621194{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0014798154   .1362562165   .1647240315   .0225922852   .6585793179   .3057784326   .8903271415   .9523137143   .6261452357    .038364501   .3183943994   .4898701741   .5152582816   .0031741452   .3687644372
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0550431153   .4095138235{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.71317989
F-stat for first coefficient: 10.1035804
  {res}1
F-stat for IVed coefficients: 10.1035804

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,040     -.25721    1.395114         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51040
{txt}{col 55}F( 16, 51023) = {res}  225.88
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 892.8111089{txt}{col 55}Centered R2   = {res}  0.0661
{txt}Total (uncentered) SS   = {res}         909{txt}{col 55}Uncentered R2 = {res}  0.0828
{txt}Residual SS             = {res} 833.7531567{txt}{col 55}Root MSE      = {res}   .1278

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1635844{col 26}{space 2} .0041336{col 37}{space 1}   39.57{col 46}{space 3}0.000{col 54}{space 4} .1554826{col 67}{space 3} .1716862
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .012206{col 26}{space 2} .0015718{col 37}{space 1}    7.77{col 46}{space 3}0.000{col 54}{space 4} .0091254{col 67}{space 3} .0152866
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0080756{col 26}{space 2} .0016712{col 37}{space 1}   -4.83{col 46}{space 3}0.000{col 54}{space 4} -.011351{col 67}{space 3}-.0048001
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0001973{col 26}{space 2} .0059956{col 37}{space 1}   -0.03{col 46}{space 3}0.974{col 54}{space 4}-.0119484{col 67}{space 3} .0115539
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0046283{col 26}{space 2} .0012722{col 37}{space 1}    3.64{col 46}{space 3}0.000{col 54}{space 4} .0021349{col 67}{space 3} .0071217
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0138116{col 26}{space 2} .0050756{col 37}{space 1}    2.72{col 46}{space 3}0.007{col 54}{space 4} .0038637{col 67}{space 3} .0237596
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0102061{col 26}{space 2}  .002715{col 37}{space 1}    3.76{col 46}{space 3}0.000{col 54}{space 4} .0048848{col 67}{space 3} .0155273
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0097148{col 26}{space 2}  .004243{col 37}{space 1}    2.29{col 46}{space 3}0.022{col 54}{space 4} .0013986{col 67}{space 3}  .018031
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0051155{col 26}{space 2} .0011669{col 37}{space 1}    4.38{col 46}{space 3}0.000{col 54}{space 4} .0028285{col 67}{space 3} .0074026
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.15e-07{col 26}{space 2} 2.25e-07{col 37}{space 1}   -1.84{col 46}{space 3}0.065{col 54}{space 4}-8.57e-07{col 67}{space 3} 2.59e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0013811{col 26}{space 2} .0012954{col 37}{space 1}    1.07{col 46}{space 3}0.286{col 54}{space 4}-.0011578{col 67}{space 3} .0039199
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0005415{col 26}{space 2} .0011619{col 37}{space 1}    0.47{col 46}{space 3}0.641{col 54}{space 4}-.0017357{col 67}{space 3} .0028187
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0158066{col 26}{space 2}  .003664{col 37}{space 1}    4.31{col 46}{space 3}0.000{col 54}{space 4} .0086252{col 67}{space 3}  .022988
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0008776{col 26}{space 2} .0011504{col 37}{space 1}   -0.76{col 46}{space 3}0.446{col 54}{space 4}-.0031324{col 67}{space 3} .0013771
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0062524{col 26}{space 2} .0042852{col 37}{space 1}   -1.46{col 46}{space 3}0.145{col 54}{space 4}-.0146512{col 67}{space 3} .0021463
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1391099{col 26}{space 2} .0032682{col 37}{space 1}   42.56{col 46}{space 3}0.000{col 54}{space 4} .1327043{col 67}{space 3} .1455156
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0003883{col 26}{space 2} .0019264{col 37}{space 1}    0.20{col 46}{space 3}0.840{col 54}{space 4}-.0033874{col 67}{space 3}  .004164
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(243,266 observations deleted)
  {res}51,040
Nvar 17
N 51040
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.         18 /        1 = {res:   18.038}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res} .000352618{txt}  {c |}
   2 {c |}  {res}3.80222e-06{txt}  {c |}
   3 {c |}  {res}7.49124e-06{txt}  {c |}
   4 {c |}  {res}3.77229e-06{txt}  {c |}
   5 {c |}  {res}1.78152e-06{txt}  {c |}
   6 {c |}  {res} .000037389{txt}  {c |}
   7 {c |}  {res}.0000207916{txt}  {c |}
   8 {c |}  {res}.0000362206{txt}  {c |}
   9 {c |}  {res}1.08270e-06{txt}  {c |}
  10 {c |}  {res}7.74385e-14{txt}  {c |}
  11 {c |}  {res}3.75193e-06{txt}  {c |}
  12 {c |}  {res}1.56644e-06{txt}  {c |}
  13 {c |}  {res}.0000121876{txt}  {c |}
  14 {c |}  {res}1.75263e-06{txt}  {c |}
  15 {c |}  {res}.0000353037{txt}  {c |}
  16 {c |}  {res}.0002322189{txt}  {c |}
  17 {c |}  {res}4.96880e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res}  .000379535    .0002582368    .0000565596    .0000316063    .0000168564    9.46482e-06    9.02596e-06    3.61710e-06    1.99687e-06    1.03690e-06    5.79186e-07    2.10138e-07    7.76475e-15   -1.51929e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-7.90634e-07   -1.82087e-06   -9.26243e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187781245   .0019499288   .0027370128   .0019422383   .0013347371   .0061146541   .0045597839   .0060183545   .0010405283   2.78278e-07   .0019369908   .0012515732   .0034910699   .0013238676   .0059416931
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0152387311   .0022290812{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   3.85661e-10   .0031726141    .919095932   .0005251747   .0238972455   .0252029491     .10648461   8.82041e-07    .135416511    .475853325   .6652606502   5.96217e-06   .5073844993   .2926623809
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8617046698{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -20.2060731
F-stat for first coefficient: 75.8891175
  {res}1
F-stat for IVed coefficients: 75.8891175

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,040    .0178096    .1322601          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with P
(25,464 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   47895
{txt}{col 55}F( 16, 47878) = {res}   17.60
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 96580.31248{txt}{col 55}Centered R2   = {res} -0.0023
{txt}Total (uncentered) SS   = {res}      100165{txt}{col 55}Uncentered R2 = {res}  0.0336
{txt}Residual SS             = {res} 96799.92516{txt}{col 55}Root MSE      = {res}   1.422

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.069268{col 26}{space 2}  .280688{col 37}{space 1}   -3.81{col 46}{space 3}0.000{col 54}{space 4}-1.619406{col 67}{space 3}-.5191295
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0696002{col 26}{space 2} .0184225{col 37}{space 1}    3.78{col 46}{space 3}0.000{col 54}{space 4} .0334928{col 67}{space 3} .1057075
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1361974{col 26}{space 2}  .019366{col 37}{space 1}   -7.03{col 46}{space 3}0.000{col 54}{space 4}-.1741542{col 67}{space 3}-.0982407
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3914756{col 26}{space 2} .0679651{col 37}{space 1}   -5.76{col 46}{space 3}0.000{col 54}{space 4}-.5246848{col 67}{space 3}-.2582664
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0368364{col 26}{space 2} .0147098{col 37}{space 1}    2.50{col 46}{space 3}0.012{col 54}{space 4} .0080058{col 67}{space 3}  .065667
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2562422{col 26}{space 2} .0582176{col 37}{space 1}    4.40{col 46}{space 3}0.000{col 54}{space 4} .1421377{col 67}{space 3} .3703466
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0038344{col 26}{space 2} .0299662{col 37}{space 1}   -0.13{col 46}{space 3}0.898{col 54}{space 4} -.062567{col 67}{space 3} .0548982
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .018131{col 26}{space 2} .0523764{col 37}{space 1}    0.35{col 46}{space 3}0.729{col 54}{space 4}-.0845249{col 67}{space 3}  .120787
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0186613{col 26}{space 2} .0134945{col 37}{space 1}   -1.38{col 46}{space 3}0.167{col 54}{space 4}-.0451099{col 67}{space 3} .0077874
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000248{col 26}{space 2} 2.55e-06{col 37}{space 1}   -9.71{col 46}{space 3}0.000{col 54}{space 4}-.0000298{col 67}{space 3}-.0000198
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0850362{col 26}{space 2} .0149774{col 37}{space 1}   -5.68{col 46}{space 3}0.000{col 54}{space 4}-.1143914{col 67}{space 3} -.055681
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0309158{col 26}{space 2} .0133182{col 37}{space 1}   -2.32{col 46}{space 3}0.020{col 54}{space 4}-.0570189{col 67}{space 3}-.0048126
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0708962{col 26}{space 2}  .043094{col 37}{space 1}    1.65{col 46}{space 3}0.100{col 54}{space 4}-.0135666{col 67}{space 3} .1553589
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.032846{col 26}{space 2} .0132084{col 37}{space 1}   -2.49{col 46}{space 3}0.013{col 54}{space 4} -.058734{col 67}{space 3} -.006958
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0680686{col 26}{space 2}  .052657{col 37}{space 1}    1.29{col 46}{space 3}0.196{col 54}{space 4}-.0351371{col 67}{space 3} .1712744
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2620239{col 26}{space 2} .0513298{col 37}{space 1}    5.10{col 46}{space 3}0.000{col 54}{space 4} .1614194{col 67}{space 3} .3626284
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1173633{col 26}{space 2} .0223183{col 37}{space 1}   -5.26{col 46}{space 3}0.000{col 54}{space 4}-.1611064{col 67}{space 3}-.0736202
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,411 observations deleted)
  {res}47,895
Nvar 17
N 47895
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.3 /        1 = {res:    16.31}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0992680015{txt}  {c |}
   2 {c |}  {res}.0029574086{txt}  {c |}
   3 {c |}  {res}.0113042425{txt}  {c |}
   4 {c |}  {res}.0253557258{txt}  {c |}
   5 {c |}  {res}.0083225637{txt}  {c |}
   6 {c |}  {res}.0433813615{txt}  {c |}
   7 {c |}  {res}.0023087556{txt}  {c |}
   8 {c |}  {res}.0048920143{txt}  {c |}
   9 {c |}  {res}.0010156819{txt}  {c |}
  10 {c |}  {res}1.29743e-10{txt}  {c |}
  11 {c |}  {res} .006292354{txt}  {c |}
  12 {c |}  {res}.0023806097{txt}  {c |}
  13 {c |}  {res}.0035519112{txt}  {c |}
  14 {c |}  {res}.0001006855{txt}  {c |}
  15 {c |}  {res}.0163861929{txt}  {c |}
  16 {c |}  {res} .015103137{txt}  {c |}
  17 {c |}  {res}.0187377987{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1059116975    .0597622663    .0289320058    .0169054731    .0163554945    .0115344436    .0086724482    .0055233325    .0027556584    .0017645702    .0014458478    .0008998059    .0007341532    .0003282333
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.79762e-11   -.0000498612   -.0001171246{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .315068249   .0543820616   .1063214114   .1592348135   .0912280861   .2082819279   .0480495124   .0699429362   .0318697641   .0000113905   .0793243594   .0487914925   .0595979124    .010034218   .1280085656
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1228948209   .1368860795{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0006893867   .2006026188   .2001946491   .0139526577   .6863719304   .2185975194   .9363959171   .7954607576   .5581797923   .0297541817   .2837173669   .5263221374   .2342135684   .0010626063   .5948986476
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}  .03299872   .3912352202{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 2.35447679
F-stat for first coefficient: 11.517645
  {res}1
F-stat for IVed coefficients: 11.517645

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     47,895   -.2735776     1.42005         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   47895
{txt}{col 55}F( 16, 47878) = {res}  199.69
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 837.8082472{txt}{col 55}Centered R2   = {res}  0.0626
{txt}Total (uncentered) SS   = {res}         853{txt}{col 55}Uncentered R2 = {res}  0.0793
{txt}Residual SS             = {res} 785.3962414{txt}{col 55}Root MSE      = {res}   .1281

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1666199{col 26}{space 2} .0042127{col 37}{space 1}   39.55{col 46}{space 3}0.000{col 54}{space 4} .1583632{col 67}{space 3} .1748765
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0116268{col 26}{space 2} .0016326{col 37}{space 1}    7.12{col 46}{space 3}0.000{col 54}{space 4} .0084271{col 67}{space 3} .0148266
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0080654{col 26}{space 2} .0017314{col 37}{space 1}   -4.66{col 46}{space 3}0.000{col 54}{space 4}-.0114588{col 67}{space 3}-.0046719
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0004522{col 26}{space 2}  .006122{col 37}{space 1}    0.07{col 46}{space 3}0.941{col 54}{space 4}-.0115467{col 67}{space 3} .0124512
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0053531{col 26}{space 2} .0013181{col 37}{space 1}    4.06{col 46}{space 3}0.000{col 54}{space 4} .0027696{col 67}{space 3} .0079366
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0127437{col 26}{space 2} .0052316{col 37}{space 1}    2.44{col 46}{space 3}0.015{col 54}{space 4} .0024899{col 67}{space 3} .0229975
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0101138{col 26}{space 2} .0026861{col 37}{space 1}    3.77{col 46}{space 3}0.000{col 54}{space 4} .0048492{col 67}{space 3} .0153785
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}  .008376{col 26}{space 2} .0047116{col 37}{space 1}    1.78{col 46}{space 3}0.075{col 54}{space 4}-.0008585{col 67}{space 3} .0176105
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}  .005306{col 26}{space 2} .0012091{col 37}{space 1}    4.39{col 46}{space 3}0.000{col 54}{space 4} .0029362{col 67}{space 3} .0076759
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.01e-07{col 26}{space 2} 2.29e-07{col 37}{space 1}   -2.19{col 46}{space 3}0.029{col 54}{space 4}-9.51e-07{col 67}{space 3}-5.22e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0010707{col 26}{space 2}  .001349{col 37}{space 1}    0.79{col 46}{space 3}0.427{col 54}{space 4}-.0015733{col 67}{space 3} .0037146
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0006602{col 26}{space 2} .0011994{col 37}{space 1}    0.55{col 46}{space 3}0.582{col 54}{space 4}-.0016906{col 67}{space 3} .0030111
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .015677{col 26}{space 2}  .003862{col 37}{space 1}    4.06{col 46}{space 3}0.000{col 54}{space 4} .0081075{col 67}{space 3} .0232465
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0005231{col 26}{space 2} .0011897{col 37}{space 1}   -0.44{col 46}{space 3}0.660{col 54}{space 4}-.0028548{col 67}{space 3} .0018086
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} -.004154{col 26}{space 2} .0047413{col 37}{space 1}   -0.88{col 46}{space 3}0.381{col 54}{space 4}-.0134468{col 67}{space 3} .0051389
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1256192{col 26}{space 2} .0033407{col 37}{space 1}   37.60{col 46}{space 3}0.000{col 54}{space 4} .1190715{col 67}{space 3}  .132167
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .000377{col 26}{space 2} .0020099{col 37}{space 1}    0.19{col 46}{space 3}0.851{col 54}{space 4}-.0035623{col 67}{space 3} .0043163
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,411 observations deleted)
  {res}47,895
Nvar 17
N 47895
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.         16 /        1 = {res:   16.032}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003697207{txt}  {c |}
   2 {c |}  {res}4.21751e-06{txt}  {c |}
   3 {c |}  {res}8.56368e-06{txt}  {c |}
   4 {c |}  {res}4.20686e-06{txt}  {c |}
   5 {c |}  {res}1.70469e-06{txt}  {c |}
   6 {c |}  {res}.0000443152{txt}  {c |}
   7 {c |}  {res}.0000181954{txt}  {c |}
   8 {c |}  {res}.0000468622{txt}  {c |}
   9 {c |}  {res}1.30217e-06{txt}  {c |}
  10 {c |}  {res}7.02335e-14{txt}  {c |}
  11 {c |}  {res}4.24627e-06{txt}  {c |}
  12 {c |}  {res}1.82455e-06{txt}  {c |}
  13 {c |}  {res}.0000189278{txt}  {c |}
  14 {c |}  {res}1.66837e-06{txt}  {c |}
  15 {c |}  {res}.0000477006{txt}  {c |}
  16 {c |}  {res}.0001590833{txt}  {c |}
  17 {c |}  {res}3.86199e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004011856    .0001954028    .0000702293    .0000383734    .0000159532    .0000116799    8.54531e-06    2.81466e-06    1.96452e-06    1.15218e-06    7.33964e-07    1.70267e-07    1.37959e-14   -1.54668e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-2.99621e-07   -1.38166e-06   -9.96804e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0192281213   .0020536568   .0029263765    .002051064   .0013056379   .0066569663    .004265607   .0068455935   .0011411251   2.65016e-07   .0020606476   .0013507598   .0043506082   .0012916542   .0069065601
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0126128218   .0019651953{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.50025e-08   .0058494469   .8254877406   .0000413155   .0555768648   .0177390537   .2211205099   3.32195e-06   .0584951498   .6033631301   .6250061564   .0003140765   .6854864145   .5475380004
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8478742447{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -34.8376853
F-stat for first coefficient: 75.0895972
  {res}1
F-stat for IVed coefficients: 75.0895972

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     47,895    .0178098     .132261          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with Q
(2,166 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}   15.92
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 103682.9611{txt}{col 55}Centered R2   = {res} -0.0020
{txt}Total (uncentered) SS   = {res}      107308{txt}{col 55}Uncentered R2 = {res}  0.0318
{txt}Residual SS             = {res} 103895.3116{txt}{col 55}Root MSE      = {res}   1.413

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9894998{col 26}{space 2} .2753035{col 37}{space 1}   -3.59{col 46}{space 3}0.000{col 54}{space 4}-1.529085{col 67}{space 3}-.4499147
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0613828{col 26}{space 2} .0175725{col 37}{space 1}    3.49{col 46}{space 3}0.000{col 54}{space 4} .0269415{col 67}{space 3} .0958242
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1102426{col 26}{space 2} .0184653{col 37}{space 1}   -5.97{col 46}{space 3}0.000{col 54}{space 4} -.146434{col 67}{space 3}-.0740512
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3735887{col 26}{space 2} .0662163{col 37}{space 1}   -5.64{col 46}{space 3}0.000{col 54}{space 4}-.5033704{col 67}{space 3}-.2438071
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0239848{col 26}{space 2} .0140328{col 37}{space 1}    1.71{col 46}{space 3}0.087{col 54}{space 4}-.0035191{col 67}{space 3} .0514886
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2282313{col 26}{space 2} .0562518{col 37}{space 1}    4.06{col 46}{space 3}0.000{col 54}{space 4} .1179798{col 67}{space 3} .3384828
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0000959{col 26}{space 2} .0295581{col 37}{space 1}    0.00{col 46}{space 3}0.997{col 54}{space 4} -.057837{col 67}{space 3} .0580288
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0024301{col 26}{space 2} .0469669{col 37}{space 1}   -0.05{col 46}{space 3}0.959{col 54}{space 4}-.0944836{col 67}{space 3} .0896234
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0173906{col 26}{space 2} .0128662{col 37}{space 1}   -1.35{col 46}{space 3}0.176{col 54}{space 4}-.0426078{col 67}{space 3} .0078266
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000228{col 26}{space 2} 2.45e-06{col 37}{space 1}   -9.33{col 46}{space 3}0.000{col 54}{space 4}-.0000276{col 67}{space 3} -.000018
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0791865{col 26}{space 2} .0142162{col 37}{space 1}   -5.57{col 46}{space 3}0.000{col 54}{space 4}-.1070498{col 67}{space 3}-.0513232
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0351922{col 26}{space 2} .0127295{col 37}{space 1}   -2.76{col 46}{space 3}0.006{col 54}{space 4}-.0601415{col 67}{space 3}-.0102428
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0355262{col 26}{space 2} .0402496{col 37}{space 1}    0.88{col 46}{space 3}0.377{col 54}{space 4}-.0433616{col 67}{space 3} .1144139
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0315487{col 26}{space 2} .0126032{col 37}{space 1}   -2.50{col 46}{space 3}0.012{col 54}{space 4}-.0562506{col 67}{space 3}-.0068469
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0969544{col 26}{space 2} .0473438{col 37}{space 1}    2.05{col 46}{space 3}0.041{col 54}{space 4} .0041623{col 67}{space 3} .1897465
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .230924{col 26}{space 2} .0516494{col 37}{space 1}    4.47{col 46}{space 3}0.000{col 54}{space 4} .1296932{col 67}{space 3} .3321549
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1142791{col 26}{space 2}  .021155{col 37}{space 1}   -5.40{col 46}{space 3}0.000{col 54}{space 4}-.1557421{col 67}{space 3} -.072816
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       19.5 /        1 = {res:   19.509}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0959283623{txt}  {c |}
   2 {c |}  {res}.0031138842{txt}  {c |}
   3 {c |}  {res}.0121052617{txt}  {c |}
   4 {c |}  {res}.0257215019{txt}  {c |}
   5 {c |}  {res}.0079453518{txt}  {c |}
   6 {c |}  {res}.0416664558{txt}  {c |}
   7 {c |}  {res}.0021192118{txt}  {c |}
   8 {c |}  {res}.0045393079{txt}  {c |}
   9 {c |}  {res} .000985392{txt}  {c |}
  10 {c |}  {res}1.27154e-10{txt}  {c |}
  11 {c |}  {res}.0056754561{txt}  {c |}
  12 {c |}  {res}.0023845066{txt}  {c |}
  13 {c |}  {res}.0037114966{txt}  {c |}
  14 {c |}  {res}.0001219901{txt}  {c |}
  15 {c |}  {res}.0153160843{txt}  {c |}
  16 {c |}  {res}.0136248262{txt}  {c |}
  17 {c |}  {res}.0186886462{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res}  .103750166    .0569878945    .0274544969    .0161869149    .0157501995    .0117189191    .0085926021    .0050210935    .0025437059    .0021436781    .0015070741    .0010450673    .0006576625     .000470866
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.47734e-11      -.0000625   -.0001201045{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3097230413   .0558021881   .1100239141    .160379244    .089136703   .2041236288   .0460348974   .0673743857   .0313909549   .0000112762    .075335623   .0488314101   .0609220537   .0110449122   .1237581687
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .116725431   .1367064235{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0013993309   .2713287469    .316349543   .0198374523   .7878692977   .2635228986   .9983382113   .9712277317   .5795787739   .0429598698   .2932049167   .4711021662   .5597981536   .0042846798   .4333816262
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0478889748   .4031858088{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.72472818
F-stat for first coefficient: 10.206677
  {res}1
F-stat for IVed coefficients: 10.206677

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     52,003   -.2640232    1.412029         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}  225.16
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 911.4397246{txt}{col 55}Centered R2   = {res}  0.0648
{txt}Total (uncentered) SS   = {res}         928{txt}{col 55}Uncentered R2 = {res}  0.0815
{txt}Residual SS             = {res} 852.3721257{txt}{col 55}Root MSE      = {res}    .128

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1656102{col 26}{space 2} .0041297{col 37}{space 1}   40.10{col 46}{space 3}0.000{col 54}{space 4} .1575162{col 67}{space 3} .1737042
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0121877{col 26}{space 2} .0015619{col 37}{space 1}    7.80{col 46}{space 3}0.000{col 54}{space 4} .0091265{col 67}{space 3}  .015249
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0081351{col 26}{space 2} .0016593{col 37}{space 1}   -4.90{col 46}{space 3}0.000{col 54}{space 4}-.0113872{col 67}{space 3} -.004883
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0001993{col 26}{space 2} .0059976{col 37}{space 1}   -0.03{col 46}{space 3}0.973{col 54}{space 4}-.0119544{col 67}{space 3} .0115559
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .004837{col 26}{space 2} .0012653{col 37}{space 1}    3.82{col 46}{space 3}0.000{col 54}{space 4} .0023569{col 67}{space 3}  .007317
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0133859{col 26}{space 2} .0050819{col 37}{space 1}    2.63{col 46}{space 3}0.008{col 54}{space 4} .0034256{col 67}{space 3} .0233462
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0092146{col 26}{space 2} .0026664{col 37}{space 1}    3.46{col 46}{space 3}0.001{col 54}{space 4} .0039885{col 67}{space 3} .0144407
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0100545{col 26}{space 2} .0042454{col 37}{space 1}    2.37{col 46}{space 3}0.018{col 54}{space 4} .0017337{col 67}{space 3} .0183754
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0054862{col 26}{space 2} .0011585{col 37}{space 1}    4.74{col 46}{space 3}0.000{col 54}{space 4} .0032155{col 67}{space 3} .0077568
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.48e-07{col 26}{space 2} 2.21e-07{col 37}{space 1}   -2.02{col 46}{space 3}0.043{col 54}{space 4}-8.81e-07{col 67}{space 3}-1.40e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0015049{col 26}{space 2} .0012874{col 37}{space 1}    1.17{col 46}{space 3}0.242{col 54}{space 4}-.0010183{col 67}{space 3} .0040281
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002536{col 26}{space 2} .0011529{col 37}{space 1}    0.22{col 46}{space 3}0.826{col 54}{space 4}-.0020061{col 67}{space 3} .0025134
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0149895{col 26}{space 2} .0036266{col 37}{space 1}    4.13{col 46}{space 3}0.000{col 54}{space 4} .0078814{col 67}{space 3} .0220975
{txt}{space 7}Paris {c |}{col 14}{res}{space 2} -.000658{col 26}{space 2} .0011414{col 37}{space 1}   -0.58{col 46}{space 3}0.564{col 54}{space 4}-.0028951{col 67}{space 3} .0015792
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0062071{col 26}{space 2}  .004285{col 37}{space 1}   -1.45{col 46}{space 3}0.147{col 54}{space 4}-.0146056{col 67}{space 3} .0021913
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1351029{col 26}{space 2} .0032254{col 37}{space 1}   41.89{col 46}{space 3}0.000{col 54}{space 4} .1287812{col 67}{space 3} .1414246
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0002874{col 26}{space 2} .0019158{col 37}{space 1}    0.15{col 46}{space 3}0.881{col 54}{space 4}-.0034675{col 67}{space 3} .0040424
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.         18 /        1 = {res:   17.987}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003487893{txt}  {c |}
   2 {c |}  {res}3.49452e-06{txt}  {c |}
   3 {c |}  {res}7.00895e-06{txt}  {c |}
   4 {c |}  {res}3.99978e-06{txt}  {c |}
   5 {c |}  {res}1.81321e-06{txt}  {c |}
   6 {c |}  {res}.0000362751{txt}  {c |}
   7 {c |}  {res}.0000155033{txt}  {c |}
   8 {c |}  {res} .000035189{txt}  {c |}
   9 {c |}  {res}9.45564e-07{txt}  {c |}
  10 {c |}  {res}7.69312e-14{txt}  {c |}
  11 {c |}  {res}3.87166e-06{txt}  {c |}
  12 {c |}  {res}1.65456e-06{txt}  {c |}
  13 {c |}  {res} .000012055{txt}  {c |}
  14 {c |}  {res}1.47365e-06{txt}  {c |}
  15 {c |}  {res}.0000344637{txt}  {c |}
  16 {c |}  {res}.0002395432{txt}  {c |}
  17 {c |}  {res}4.99112e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003722501    .0002667172       .0000574    .0000266693    .0000139627    9.85581e-06    8.55447e-06    3.50388e-06    1.84072e-06    1.13364e-06    5.11556e-07    1.47759e-07    6.77973e-15   -3.25105e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.78507e-07   -1.31031e-06   -9.26165e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .018675902   .0018693622   .0026474426    .001999944   .0013465534   .0060228824   .0039374204   .0059320285   .0009724011   2.77365e-07   .0019676543   .0012862966   .0034720263   .0012139406   .0058705766
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154771821   .0022340821{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   7.04310e-11   .0021205738   .9206215139    .000328024   .0262491507   .0192702034    .090083359   1.68214e-08    .106536737   .4443762645   .8436768786   .0000158015   .5878095076   .2903615167
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8976230981{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -3.06970042
F-stat for first coefficient: 78.6341419
  {res}1
F-stat for IVed coefficients: 78.6341419

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     52,003    .0178451    .1323896          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with R
(26,500 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46971
{txt}{col 55}F( 16, 46954) = {res}   17.29
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 94360.55583{txt}{col 55}Centered R2   = {res} -0.0010
{txt}Total (uncentered) SS   = {res}       97932{txt}{col 55}Uncentered R2 = {res}  0.0355
{txt}Residual SS             = {res} 94453.96932{txt}{col 55}Root MSE      = {res}   1.418

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9819353{col 26}{space 2} .2820878{col 37}{space 1}   -3.48{col 46}{space 3}0.000{col 54}{space 4}-1.534817{col 67}{space 3}-.4290533
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0810923{col 26}{space 2} .0182327{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4} .0453569{col 67}{space 3} .1168277
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1501634{col 26}{space 2}  .019296{col 37}{space 1}   -7.78{col 46}{space 3}0.000{col 54}{space 4}-.1879829{col 67}{space 3} -.112344
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.5067613{col 26}{space 2} .0798893{col 37}{space 1}   -6.34{col 46}{space 3}0.000{col 54}{space 4}-.6633415{col 67}{space 3}-.3501811
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0492764{col 26}{space 2} .0151788{col 37}{space 1}    3.25{col 46}{space 3}0.001{col 54}{space 4} .0195265{col 67}{space 3} .0790262
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .1808458{col 26}{space 2} .0616458{col 37}{space 1}    2.93{col 46}{space 3}0.003{col 54}{space 4} .0600223{col 67}{space 3} .3016693
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} -.006358{col 26}{space 2} .0301043{col 37}{space 1}   -0.21{col 46}{space 3}0.833{col 54}{space 4}-.0653614{col 67}{space 3} .0526454
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0153252{col 26}{space 2} .0502785{col 37}{space 1}   -0.30{col 46}{space 3}0.761{col 54}{space 4}-.1138693{col 67}{space 3} .0832188
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0185894{col 26}{space 2} .0135508{col 37}{space 1}   -1.37{col 46}{space 3}0.170{col 54}{space 4}-.0451485{col 67}{space 3} .0079696
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000251{col 26}{space 2} 2.60e-06{col 37}{space 1}   -9.66{col 46}{space 3}0.000{col 54}{space 4}-.0000302{col 67}{space 3}  -.00002
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0785058{col 26}{space 2} .0151774{col 37}{space 1}   -5.17{col 46}{space 3}0.000{col 54}{space 4}-.1082529{col 67}{space 3}-.0487586
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0397427{col 26}{space 2} .0134127{col 37}{space 1}   -2.96{col 46}{space 3}0.003{col 54}{space 4}-.0660311{col 67}{space 3}-.0134543
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0279282{col 26}{space 2} .0432144{col 37}{space 1}    0.65{col 46}{space 3}0.518{col 54}{space 4}-.0567705{col 67}{space 3} .1126269
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0314739{col 26}{space 2}  .013303{col 37}{space 1}   -2.37{col 46}{space 3}0.018{col 54}{space 4}-.0575473{col 67}{space 3}-.0054004
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}  .103509{col 26}{space 2} .0506132{col 37}{space 1}    2.05{col 46}{space 3}0.041{col 54}{space 4} .0043089{col 67}{space 3} .2027091
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2230754{col 26}{space 2}  .053478{col 37}{space 1}    4.17{col 46}{space 3}0.000{col 54}{space 4} .1182604{col 67}{space 3} .3278903
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1294268{col 26}{space 2} .0225646{col 37}{space 1}   -5.74{col 46}{space 3}0.000{col 54}{space 4}-.1736526{col 67}{space 3}-.0852009
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,335 observations deleted)
  {res}46,971
Nvar 17
N 46971
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       14.8 /        1 = {res:   14.826}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res} .107080965{txt}  {c |}
   2 {c |}  {res}.0029105322{txt}  {c |}
   3 {c |}  {res}.0112751767{txt}  {c |}
   4 {c |}  {res}.0186134205{txt}  {c |}
   5 {c |}  {res} .009617431{txt}  {c |}
   6 {c |}  {res}.0464278375{txt}  {c |}
   7 {c |}  {res} .001844321{txt}  {c |}
   8 {c |}  {res}.0049353821{txt}  {c |}
   9 {c |}  {res}.0009789606{txt}  {c |}
  10 {c |}  {res}1.42700e-10{txt}  {c |}
  11 {c |}  {res}.0060124413{txt}  {c |}
  12 {c |}  {res}.0026649144{txt}  {c |}
  13 {c |}  {res}.0039545798{txt}  {c |}
  14 {c |}  {res}.0001230557{txt}  {c |}
  15 {c |}  {res}  .01663592{txt}  {c |}
  16 {c |}  {res}.0137642071{txt}  {c |}
  17 {c |}  {res}.0208954548{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1154036828    .0632404456    .0290929242     .016753915    .0126651128    .0105429855    .0078058358    .0050711248    .0025837369     .001849352    .0012351629    .0008426505    .0006435566    .0002016743
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 1.68434e-11   -.0000538816   -.0001436782{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3272322799   .0539493486   .1061846349   .1364310102   .0980685015   .2154711988    .042945558   .0702522749   .0312883462   .0000119457   .0775399336   .0516228089   .0628854496   .0110930483   .1289803087
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1173209578   .1445526023{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0026933438   .1328082039   .1573111529   .0002036747   .6153377787    .401298782    .882304853   .8273155206   .5524234221   .0353135549   .3113200497   .4413783413   .6569618962   .0045502281   .4222533629
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0572481889   .3705941298{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 7.99151077
F-stat for first coefficient: 9.00437293
  {res}1
F-stat for IVed coefficients: 9.00437293

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     46,971   -.2757446    1.417376         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46971
{txt}{col 55}F( 16, 46954) = {res}  205.10
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 841.3637777{txt}{col 55}Centered R2   = {res}  0.0653
{txt}Total (uncentered) SS   = {res}         857{txt}{col 55}Uncentered R2 = {res}  0.0824
{txt}Residual SS             = {res} 786.4021379{txt}{col 55}Root MSE      = {res}   .1294

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1672452{col 26}{space 2} .0043048{col 37}{space 1}   38.85{col 46}{space 3}0.000{col 54}{space 4}  .158808{col 67}{space 3} .1756824
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0121072{col 26}{space 2}  .001634{col 37}{space 1}    7.41{col 46}{space 3}0.000{col 54}{space 4} .0089047{col 67}{space 3} .0153098
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0076076{col 26}{space 2} .0017489{col 37}{space 1}   -4.35{col 46}{space 3}0.000{col 54}{space 4}-.0110354{col 67}{space 3}-.0041797
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0009395{col 26}{space 2} .0072894{col 37}{space 1}   -0.13{col 46}{space 3}0.897{col 54}{space 4}-.0152265{col 67}{space 3} .0133476
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .004629{col 26}{space 2} .0013798{col 37}{space 1}    3.35{col 46}{space 3}0.001{col 54}{space 4} .0019246{col 67}{space 3} .0073334
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2}  .016453{col 26}{space 2} .0056055{col 37}{space 1}    2.94{col 46}{space 3}0.003{col 54}{space 4} .0054664{col 67}{space 3} .0274395
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0084074{col 26}{space 2} .0027376{col 37}{space 1}    3.07{col 46}{space 3}0.002{col 54}{space 4} .0030419{col 67}{space 3}  .013773
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0069822{col 26}{space 2} .0045834{col 37}{space 1}    1.52{col 46}{space 3}0.128{col 54}{space 4}-.0020011{col 67}{space 3} .0159654
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0048989{col 26}{space 2} .0012312{col 37}{space 1}    3.98{col 46}{space 3}0.000{col 54}{space 4} .0024857{col 67}{space 3} .0073121
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.44e-07{col 26}{space 2} 2.37e-07{col 37}{space 1}   -1.87{col 46}{space 3}0.061{col 54}{space 4}-9.08e-07{col 67}{space 3} 2.08e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0012523{col 26}{space 2} .0013847{col 37}{space 1}    0.90{col 46}{space 3}0.366{col 54}{space 4}-.0014617{col 67}{space 3} .0039664
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0000797{col 26}{space 2} .0012239{col 37}{space 1}   -0.07{col 46}{space 3}0.948{col 54}{space 4}-.0024784{col 67}{space 3} .0023191
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0190992{col 26}{space 2} .0039122{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} .0114313{col 67}{space 3}  .026767
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006907{col 26}{space 2} .0012137{col 37}{space 1}   -0.57{col 46}{space 3}0.569{col 54}{space 4}-.0030696{col 67}{space 3} .0016882
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} -.002859{col 26}{space 2} .0046175{col 37}{space 1}   -0.62{col 46}{space 3}0.536{col 54}{space 4}-.0119091{col 67}{space 3}  .006191
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1349102{col 26}{space 2} .0034102{col 37}{space 1}   39.56{col 46}{space 3}0.000{col 54}{space 4} .1282264{col 67}{space 3}  .141594
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0007003{col 26}{space 2}  .002058{col 37}{space 1}    0.34{col 46}{space 3}0.734{col 54}{space 4}-.0033333{col 67}{space 3} .0047339
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,335 observations deleted)
  {res}46,971
Nvar 17
N 46971
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.1 /        1 = {res:   15.072}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003880684{txt}  {c |}
   2 {c |}  {res}3.12243e-06{txt}  {c |}
   3 {c |}  {res}7.66108e-06{txt}  {c |}
   4 {c |}  {res}4.18199e-06{txt}  {c |}
   5 {c |}  {res}2.22480e-06{txt}  {c |}
   6 {c |}  {res}.0000482618{txt}  {c |}
   7 {c |}  {res}.0000173777{txt}  {c |}
   8 {c |}  {res}.0000417168{txt}  {c |}
   9 {c |}  {res}1.11263e-06{txt}  {c |}
  10 {c |}  {res}9.80098e-14{txt}  {c |}
  11 {c |}  {res}3.94121e-06{txt}  {c |}
  12 {c |}  {res}1.96551e-06{txt}  {c |}
  13 {c |}  {res}.0000113617{txt}  {c |}
  14 {c |}  {res}1.74681e-06{txt}  {c |}
  15 {c |}  {res}.0000434128{txt}  {c |}
  16 {c |}  {res}.0002571371{txt}  {c |}
  17 {c |}  {res}5.93984e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004148135    .0002915002    .0000672172    .0000397108    .0000132717    .0000109239    7.91442e-06    4.11416e-06    2.09503e-06    1.20431e-06    8.24758e-07    3.47007e-07    1.16252e-14   -8.17907e-08
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-8.47256e-07   -3.88634e-06   -9.88895e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0196994509    .001767039   .0027678661   .0020449917   .0014915755   .0069470689   .0041686565   .0064588542   .0010548109   3.13065e-07    .001985248   .0014019661   .0033707126   .0013216703    .006588842
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0160354943   .0024371786{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   7.29727e-12   .0059861847   .6459453438   .0019130231   .0178684213   .0437138873   .2796859329   3.41189e-06   .1564258431   .5281596284   .9546919746   1.45993e-08   .6012531147   .6643461766
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .7738478146{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -161.51886
F-stat for first coefficient: 72.0774088
  {res}1
F-stat for IVed coefficients: 72.0774088

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     46,971    .0182453    .1338387          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with S
(38,776 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46360
{txt}{col 55}F( 16, 46343) = {res}   12.64
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 93085.19965{txt}{col 55}Centered R2   = {res} -0.0023
{txt}Total (uncentered) SS   = {res}       95924{txt}{col 55}Uncentered R2 = {res}  0.0274
{txt}Residual SS             = {res} 93299.85242{txt}{col 55}Root MSE      = {res}   1.419

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9865291{col 26}{space 2} .2776595{col 37}{space 1}   -3.55{col 46}{space 3}0.000{col 54}{space 4}-1.530732{col 67}{space 3}-.4423265
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0666489{col 26}{space 2} .0190578{col 37}{space 1}    3.50{col 46}{space 3}0.000{col 54}{space 4} .0292963{col 67}{space 3} .1040016
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1197018{col 26}{space 2}  .019858{col 37}{space 1}   -6.03{col 46}{space 3}0.000{col 54}{space 4}-.1586227{col 67}{space 3}-.0807808
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.2624564{col 26}{space 2} .0775767{col 37}{space 1}   -3.38{col 46}{space 3}0.001{col 54}{space 4} -.414504{col 67}{space 3}-.1104088
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}-.0318955{col 26}{space 2} .0148454{col 37}{space 1}   -2.15{col 46}{space 3}0.032{col 54}{space 4}-.0609919{col 67}{space 3}-.0027991
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .3044378{col 26}{space 2} .0597054{col 37}{space 1}    5.10{col 46}{space 3}0.000{col 54}{space 4} .1874175{col 67}{space 3} .4214582
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0038264{col 26}{space 2} .0318474{col 37}{space 1}    0.12{col 46}{space 3}0.904{col 54}{space 4}-.0585933{col 67}{space 3} .0662461
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0135118{col 26}{space 2} .0489429{col 37}{space 1}   -0.28{col 46}{space 3}0.782{col 54}{space 4}-.1094382{col 67}{space 3} .0824145
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} -.027859{col 26}{space 2}  .013636{col 37}{space 1}   -2.04{col 46}{space 3}0.041{col 54}{space 4} -.054585{col 67}{space 3} -.001133
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000193{col 26}{space 2} 2.66e-06{col 37}{space 1}   -7.25{col 46}{space 3}0.000{col 54}{space 4}-.0000245{col 67}{space 3}-.0000141
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0693344{col 26}{space 2} .0151613{col 37}{space 1}   -4.57{col 46}{space 3}0.000{col 54}{space 4}-.0990499{col 67}{space 3}-.0396189
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0225726{col 26}{space 2} .0135254{col 37}{space 1}   -1.67{col 46}{space 3}0.095{col 54}{space 4}-.0490819{col 67}{space 3} .0039367
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .061609{col 26}{space 2} .0434614{col 37}{space 1}    1.42{col 46}{space 3}0.156{col 54}{space 4}-.0235739{col 67}{space 3} .1467919
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0246195{col 26}{space 2} .0133917{col 37}{space 1}   -1.84{col 46}{space 3}0.066{col 54}{space 4}-.0508667{col 67}{space 3} .0016277
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1031439{col 26}{space 2} .0494588{col 37}{space 1}    2.09{col 46}{space 3}0.037{col 54}{space 4} .0062065{col 67}{space 3} .2000814
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2059961{col 26}{space 2} .0519625{col 37}{space 1}    3.96{col 46}{space 3}0.000{col 54}{space 4} .1041514{col 67}{space 3} .3078408
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0839146{col 26}{space 2}  .022585{col 37}{space 1}   -3.72{col 46}{space 3}0.000{col 54}{space 4}-.1281804{col 67}{space 3}-.0396488
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,946 observations deleted)
  {res}46,360
Nvar 17
N 46360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.1 /        1 = {res:    16.07}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1042021737{txt}  {c |}
   2 {c |}  {res}.0033471552{txt}  {c |}
   3 {c |}  {res}.0127937799{txt}  {c |}
   4 {c |}  {res}  .01741988{txt}  {c |}
   5 {c |}  {res}.0066470327{txt}  {c |}
   6 {c |}  {res}.0373396568{txt}  {c |}
   7 {c |}  {res}.0018806875{txt}  {c |}
   8 {c |}  {res}.0052574193{txt}  {c |}
   9 {c |}  {res}.0007460261{txt}  {c |}
  10 {c |}  {res}1.46840e-10{txt}  {c |}
  11 {c |}  {res} .006524873{txt}  {c |}
  12 {c |}  {res}.0022505807{txt}  {c |}
  13 {c |}  {res}.0040454106{txt}  {c |}
  14 {c |}  {res}6.28379e-06{txt}  {c |}
  15 {c |}  {res}.0168736421{txt}  {c |}
  16 {c |}  {res}.0131235182{txt}  {c |}
  17 {c |}  {res}.0199504691{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1108393652    .0553483076    .0219850514    .0194225913    .0139738752    .0108139909      .00776925     .004311047    .0026496007    .0019772539     .001541342    .0009677872    .0006649072    .0003726328
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.44653e-11   -.0000637063   -.0001647072{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3228036148   .0578546041   .1131095926    .131984393   .0815293366   .1932347196   .0433668946   .0725080636   .0273134787   .0000121178   .0807766859   .0474402856    .063603542   .0025067487   .1298985839
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1145579252   .1412461294{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0022421574   .2493179069   .2899272759   .0467518648   .6956381845   .1151452361   .9296913944   .8521708901   .3077417522   .1109171806   .3907012264   .6342089719   .3327243698             0     .42717544
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0721479758   .5524440002{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.10984425
F-stat for first coefficient: 9.33991648
  {res}1
F-stat for IVed coefficients: 9.33991648

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     46,360   -.2474547    1.417011         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   46360
{txt}{col 55}F( 16, 46343) = {res}  209.31
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 815.1402071{txt}{col 55}Centered R2   = {res}  0.0674
{txt}Total (uncentered) SS   = {res}         830{txt}{col 55}Uncentered R2 = {res}  0.0841
{txt}Residual SS             = {res} 760.2053335{txt}{col 55}Root MSE      = {res}   .1281

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1694667{col 26}{space 2} .0042474{col 37}{space 1}   39.90{col 46}{space 3}0.000{col 54}{space 4}  .161142{col 67}{space 3} .1777915
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0126548{col 26}{space 2} .0016899{col 37}{space 1}    7.49{col 46}{space 3}0.000{col 54}{space 4} .0093426{col 67}{space 3}  .015967
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0084664{col 26}{space 2} .0017787{col 37}{space 1}   -4.76{col 46}{space 3}0.000{col 54}{space 4}-.0119525{col 67}{space 3}-.0049803
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0000862{col 26}{space 2} .0070025{col 37}{space 1}   -0.01{col 46}{space 3}0.990{col 54}{space 4}-.0138109{col 67}{space 3} .0136386
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0044401{col 26}{space 2} .0013352{col 37}{space 1}    3.33{col 46}{space 3}0.001{col 54}{space 4} .0018231{col 67}{space 3} .0070571
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0151431{col 26}{space 2} .0053729{col 37}{space 1}    2.82{col 46}{space 3}0.005{col 54}{space 4} .0046124{col 67}{space 3} .0256737
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0096478{col 26}{space 2} .0028638{col 37}{space 1}    3.37{col 46}{space 3}0.001{col 54}{space 4} .0040349{col 67}{space 3} .0152608
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0058922{col 26}{space 2} .0044145{col 37}{space 1}    1.33{col 46}{space 3}0.182{col 54}{space 4}  -.00276{col 67}{space 3} .0145445
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0058118{col 26}{space 2} .0012235{col 37}{space 1}    4.75{col 46}{space 3}0.000{col 54}{space 4} .0034137{col 67}{space 3} .0082099
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-3.71e-07{col 26}{space 2} 2.40e-07{col 37}{space 1}   -1.54{col 46}{space 3}0.122{col 54}{space 4}-8.42e-07{col 67}{space 3} 9.98e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0014698{col 26}{space 2} .0013683{col 37}{space 1}    1.07{col 46}{space 3}0.283{col 54}{space 4}-.0012121{col 67}{space 3} .0041517
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0001507{col 26}{space 2} .0012209{col 37}{space 1}   -0.12{col 46}{space 3}0.902{col 54}{space 4}-.0025436{col 67}{space 3} .0022423
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0130521{col 26}{space 2} .0039096{col 37}{space 1}    3.34{col 46}{space 3}0.001{col 54}{space 4} .0053894{col 67}{space 3} .0207147
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0004371{col 26}{space 2} .0012088{col 37}{space 1}   -0.36{col 46}{space 3}0.718{col 54}{space 4}-.0028063{col 67}{space 3}  .001932
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0013222{col 26}{space 2} .0044642{col 37}{space 1}   -0.30{col 46}{space 3}0.767{col 54}{space 4}-.0100719{col 67}{space 3} .0074275
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1310397{col 26}{space 2} .0033271{col 37}{space 1}   39.39{col 46}{space 3}0.000{col 54}{space 4} .1245188{col 67}{space 3} .1375606
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0002221{col 26}{space 2} .0020389{col 37}{space 1}   -0.11{col 46}{space 3}0.913{col 54}{space 4}-.0042183{col 67}{space 3} .0037741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(247,946 observations deleted)
  {res}46,360
Nvar 17
N 46360
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.1 /        1 = {res:    15.07}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003771283{txt}  {c |}
   2 {c |}  {res}4.09715e-06{txt}  {c |}
   3 {c |}  {res}8.17072e-06{txt}  {c |}
   4 {c |}  {res}5.80964e-06{txt}  {c |}
   5 {c |}  {res}2.01295e-06{txt}  {c |}
   6 {c |}  {res}.0000505118{txt}  {c |}
   7 {c |}  {res}.0000225779{txt}  {c |}
   8 {c |}  {res}.0000291324{txt}  {c |}
   9 {c |}  {res}1.14913e-06{txt}  {c |}
  10 {c |}  {res}7.21664e-14{txt}  {c |}
  11 {c |}  {res}3.96086e-06{txt}  {c |}
  12 {c |}  {res}1.75732e-06{txt}  {c |}
  13 {c |}  {res}.0000212664{txt}  {c |}
  14 {c |}  {res}2.02035e-06{txt}  {c |}
  15 {c |}  {res}.0000276548{txt}  {c |}
  16 {c |}  {res}.0001933874{txt}  {c |}
  17 {c |}  {res}5.63386e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0004062401     .000203003    .0000670403    .0000357102    .0000223456    .0000121784    9.88988e-06    4.04527e-06    2.08307e-06    1.01298e-06    8.10182e-07    4.04382e-07    1.12681e-07    1.74866e-14
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-1.67091e-07   -1.38489e-06   -7.05276e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0194197927   .0020241426   .0028584474   .0024103187   .0014187857   .0071071674   .0047516241   .0053974481   .0010719751   2.68638e-07   .0019901909   .0013256411   .0046115542   .0014213904   .0052587876
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .013906379    .002373575{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   4.05407e-10   .0030575607   .9714866785   .0017510239   .0331160258   .0423131381   .2749794108   5.90636e-08   .1671866052   .4601978702   .9095204831   .0046504419   .7584414228   .8014868127
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .9254412171{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -2.10223284
F-stat for first coefficient: 76.1517224
  {res}1
F-stat for IVed coefficients: 76.1517224

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     46,360    .0179034    .1326017          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with T
(25,464 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48205
{txt}{col 55}F( 16, 48188) = {res}   14.13
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 97535.30638{txt}{col 55}Centered R2   = {res} -0.0012
{txt}Total (uncentered) SS   = {res}      100932{txt}{col 55}Uncentered R2 = {res}  0.0325
{txt}Residual SS             = {res} 97648.95684{txt}{col 55}Root MSE      = {res}   1.423

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9367182{col 26}{space 2}  .274205{col 37}{space 1}   -3.42{col 46}{space 3}0.001{col 54}{space 4} -1.47415{col 67}{space 3}-.3992864
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0524982{col 26}{space 2} .0182184{col 37}{space 1}    2.88{col 46}{space 3}0.004{col 54}{space 4} .0167908{col 67}{space 3} .0882056
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2} -.091396{col 26}{space 2} .0192254{col 37}{space 1}   -4.75{col 46}{space 3}0.000{col 54}{space 4}-.1290771{col 67}{space 3}-.0537148
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3872025{col 26}{space 2} .0674775{col 37}{space 1}   -5.74{col 46}{space 3}0.000{col 54}{space 4}-.5194561{col 67}{space 3} -.254949
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0437249{col 26}{space 2} .0147967{col 37}{space 1}    2.96{col 46}{space 3}0.003{col 54}{space 4} .0147239{col 67}{space 3} .0727258
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2223353{col 26}{space 2} .0581916{col 37}{space 1}    3.82{col 46}{space 3}0.000{col 54}{space 4} .1082819{col 67}{space 3} .3363888
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0079931{col 26}{space 2} .0311495{col 37}{space 1}   -0.26{col 46}{space 3}0.797{col 54}{space 4} -.069045{col 67}{space 3} .0530588
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0020374{col 26}{space 2} .0485756{col 37}{space 1}   -0.04{col 46}{space 3}0.967{col 54}{space 4}-.0972438{col 67}{space 3}  .093169
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0133266{col 26}{space 2} .0134308{col 37}{space 1}   -0.99{col 46}{space 3}0.321{col 54}{space 4}-.0396505{col 67}{space 3} .0129972
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000212{col 26}{space 2} 2.58e-06{col 37}{space 1}   -8.24{col 46}{space 3}0.000{col 54}{space 4}-.0000263{col 67}{space 3}-.0000162
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0580197{col 26}{space 2} .0148965{col 37}{space 1}   -3.89{col 46}{space 3}0.000{col 54}{space 4}-.0872164{col 67}{space 3}-.0288231
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} -.046008{col 26}{space 2} .0133281{col 37}{space 1}   -3.45{col 46}{space 3}0.001{col 54}{space 4}-.0721307{col 67}{space 3}-.0198854
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0239928{col 26}{space 2} .0416507{col 37}{space 1}    0.58{col 46}{space 3}0.565{col 54}{space 4}-.0576411{col 67}{space 3} .1056268
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0306346{col 26}{space 2} .0131865{col 37}{space 1}   -2.32{col 46}{space 3}0.020{col 54}{space 4}-.0564798{col 67}{space 3}-.0047895
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1096876{col 26}{space 2} .0490558{col 37}{space 1}    2.24{col 46}{space 3}0.025{col 54}{space 4} .0135399{col 67}{space 3} .2058353
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2222667{col 26}{space 2} .0537888{col 37}{space 1}    4.13{col 46}{space 3}0.000{col 54}{space 4} .1168425{col 67}{space 3} .3276908
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1503836{col 26}{space 2} .0222163{col 37}{space 1}   -6.77{col 46}{space 3}0.000{col 54}{space 4}-.1939267{col 67}{space 3}-.1068405
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,101 observations deleted)
  {res}48,205
Nvar 17
N 48205
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.8 /        1 = {res:   15.845}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0989451101{txt}  {c |}
   2 {c |}  {res}.0032797614{txt}  {c |}
   3 {c |}  {res}.0123030941{txt}  {c |}
   4 {c |}  {res}.0245669416{txt}  {c |}
   5 {c |}  {res}.0078831463{txt}  {c |}
   6 {c |}  {res}.0451018934{txt}  {c |}
   7 {c |}  {res}.0019213102{txt}  {c |}
   8 {c |}  {res}.0053956463{txt}  {c |}
   9 {c |}  {res}.0010796064{txt}  {c |}
  10 {c |}  {res}1.32545e-10{txt}  {c |}
  11 {c |}  {res} .005391171{txt}  {c |}
  12 {c |}  {res}.0025378967{txt}  {c |}
  13 {c |}  {res}.0038523238{txt}  {c |}
  14 {c |}  {res} .000133958{txt}  {c |}
  15 {c |}  {res}.0166525008{txt}  {c |}
  16 {c |}  {res}.0151078249{txt}  {c |}
  17 {c |}  {res} .018167432{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1079169209    .0595926352    .0264073652    .0192811845    .0162419773    .0127850411     .007470719    .0044622517    .0026516189    .0021260549    .0014970673    .0008981857    .0007595114    .0004725936
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.33967e-11   -.0000778996   -.0001656102{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3145554166   .0572692012   .1109193135   .1567384497   .0887870841   .2123720636   .0438327521   .0734550628    .032857364   .0000115128   .0734245939   .0503775413   .0620670911   .0115740241    .129044569
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1229138921   .1347866164{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0029021966   .3593040562   .4099475511   .0134972057   .6223880257   .2951391622   .8553043583   .9778723429   .6850436339   .0653591776     .42941411   .3611034963   .6990801237   .0081246846   .3953262745
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0705579666   .2645437131{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.5552442
F-stat for first coefficient: 8.86795761
  {res}1
F-stat for IVed coefficients: 8.86795761

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     48,205   -.2654496    1.422458         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   48205
{txt}{col 55}F( 16, 48188) = {res}  211.90
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 859.1173115{txt}{col 55}Centered R2   = {res}  0.0657
{txt}Total (uncentered) SS   = {res}         875{txt}{col 55}Uncentered R2 = {res}  0.0827
{txt}Residual SS             = {res} 802.6452122{txt}{col 55}Root MSE      = {res}    .129

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1699491{col 26}{space 2}  .004225{col 37}{space 1}   40.23{col 46}{space 3}0.000{col 54}{space 4} .1616683{col 67}{space 3} .1782298
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0117688{col 26}{space 2} .0016251{col 37}{space 1}    7.24{col 46}{space 3}0.000{col 54}{space 4} .0085837{col 67}{space 3} .0149539
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0075575{col 26}{space 2}  .001732{col 37}{space 1}   -4.36{col 46}{space 3}0.000{col 54}{space 4}-.0109522{col 67}{space 3}-.0041629
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0000214{col 26}{space 2} .0061177{col 37}{space 1}    0.00{col 46}{space 3}0.997{col 54}{space 4}-.0119691{col 67}{space 3} .0120118
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0038177{col 26}{space 2} .0013382{col 37}{space 1}    2.85{col 46}{space 3}0.004{col 54}{space 4} .0011948{col 67}{space 3} .0064405
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0115196{col 26}{space 2} .0052659{col 37}{space 1}    2.19{col 46}{space 3}0.029{col 54}{space 4} .0011986{col 67}{space 3} .0218407
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0130101{col 26}{space 2}  .002804{col 37}{space 1}    4.64{col 46}{space 3}0.000{col 54}{space 4} .0075144{col 67}{space 3} .0185058
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0095973{col 26}{space 2} .0043965{col 37}{space 1}    2.18{col 46}{space 3}0.029{col 54}{space 4} .0009804{col 67}{space 3} .0182142
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}   .00555{col 26}{space 2} .0012109{col 37}{space 1}    4.58{col 46}{space 3}0.000{col 54}{space 4} .0031767{col 67}{space 3} .0079234
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.56e-07{col 26}{space 2} 2.33e-07{col 37}{space 1}   -1.95{col 46}{space 3}0.051{col 54}{space 4}-9.13e-07{col 67}{space 3} 1.33e-09
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0012673{col 26}{space 2} .0013504{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4}-.0013795{col 67}{space 3} .0039141
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}  .001018{col 26}{space 2}  .001208{col 37}{space 1}    0.84{col 46}{space 3}0.399{col 54}{space 4}-.0013497{col 67}{space 3} .0033856
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0139687{col 26}{space 2} .0037603{col 37}{space 1}    3.71{col 46}{space 3}0.000{col 54}{space 4} .0065987{col 67}{space 3} .0213388
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006901{col 26}{space 2} .0011954{col 37}{space 1}   -0.58{col 46}{space 3}0.564{col 54}{space 4}-.0030331{col 67}{space 3} .0016528
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0061036{col 26}{space 2} .0044446{col 37}{space 1}   -1.37{col 46}{space 3}0.170{col 54}{space 4}-.0148148{col 67}{space 3} .0026076
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1366582{col 26}{space 2} .0034801{col 37}{space 1}   39.27{col 46}{space 3}0.000{col 54}{space 4} .1298373{col 67}{space 3} .1434791
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0009641{col 26}{space 2} .0020129{col 37}{space 1}    0.48{col 46}{space 3}0.632{col 54}{space 4}-.0029812{col 67}{space 3} .0049093
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(246,101 observations deleted)
  {res}48,205
Nvar 17
N 48205
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.         16 /        1 = {res:   15.966}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003512641{txt}  {c |}
   2 {c |}  {res}3.58384e-06{txt}  {c |}
   3 {c |}  {res}7.42388e-06{txt}  {c |}
   4 {c |}  {res}4.00611e-06{txt}  {c |}
   5 {c |}  {res}1.65492e-06{txt}  {c |}
   6 {c |}  {res}.0000442762{txt}  {c |}
   7 {c |}  {res}.0000200553{txt}  {c |}
   8 {c |}  {res} .000042748{txt}  {c |}
   9 {c |}  {res}1.32075e-06{txt}  {c |}
  10 {c |}  {res}9.81750e-14{txt}  {c |}
  11 {c |}  {res}4.34406e-06{txt}  {c |}
  12 {c |}  {res}1.55557e-06{txt}  {c |}
  13 {c |}  {res}.0000129293{txt}  {c |}
  14 {c |}  {res}1.76459e-06{txt}  {c |}
  15 {c |}  {res}.0000421115{txt}  {c |}
  16 {c |}  {res}.0003106682{txt}  {c |}
  17 {c |}  {res}5.90290e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003814387    .0003356292    .0000682404    .0000345745    .0000172542    .0000124679    8.94121e-06    4.36296e-06    1.82983e-06    1.32698e-06    9.30155e-07    1.60179e-07    1.01553e-14   -3.33893e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-9.52324e-07   -2.06559e-06   -8.19514e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187420398   .0018931033   .0027246799   .0020015274   .0012864362   .0066540386   .0044783124   .0065381969   .0011492405   3.13329e-07   .0020842416   .0012472265   .0035957366   .0013283788   .0064893368
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0176257829   .0024295885{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   5.07784e-10   .0055416944   .9914798466    .003001042    .083411624   .0036710136   .1421368249   1.37019e-06   .1458164588   .5431742019   .4143948374   .0001024147   .6033864043   .3469296871
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}8.88178e-15   .6915167724{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 8.46361373
F-stat for first coefficient: 82.2250113
  {res}1
F-stat for IVed coefficients: 82.2250113

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     48,205    .0181516    .1335011          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with U
(2,166 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}   16.60
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 104166.5139{txt}{col 55}Centered R2   = {res} -0.0014
{txt}Total (uncentered) SS   = {res}      107852{txt}{col 55}Uncentered R2 = {res}  0.0328
{txt}Residual SS             = {res} 104313.4613{txt}{col 55}Root MSE      = {res}   1.416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9767234{col 26}{space 2} .2776066{col 37}{space 1}   -3.52{col 46}{space 3}0.000{col 54}{space 4}-1.520822{col 67}{space 3}-.4326244
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0624126{col 26}{space 2} .0175974{col 37}{space 1}    3.55{col 46}{space 3}0.000{col 54}{space 4} .0279223{col 67}{space 3} .0969029
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1134055{col 26}{space 2} .0185037{col 37}{space 1}   -6.13{col 46}{space 3}0.000{col 54}{space 4}-.1496722{col 67}{space 3}-.0771389
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3747752{col 26}{space 2}  .066212{col 37}{space 1}   -5.66{col 46}{space 3}0.000{col 54}{space 4}-.5045484{col 67}{space 3} -.245002
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0222798{col 26}{space 2} .0141327{col 37}{space 1}    1.58{col 46}{space 3}0.115{col 54}{space 4}-.0054198{col 67}{space 3} .0499793
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2275338{col 26}{space 2} .0563679{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} .1170548{col 67}{space 3} .3380129
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0006391{col 26}{space 2}  .029577{col 37}{space 1}   -0.02{col 46}{space 3}0.983{col 54}{space 4} -.058609{col 67}{space 3} .0573309
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0007027{col 26}{space 2} .0470423{col 37}{space 1}   -0.01{col 46}{space 3}0.988{col 54}{space 4}-.0929038{col 67}{space 3} .0914985
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0182453{col 26}{space 2} .0128846{col 37}{space 1}   -1.42{col 46}{space 3}0.157{col 54}{space 4}-.0434985{col 67}{space 3}  .007008
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000241{col 26}{space 2} 2.45e-06{col 37}{space 1}   -9.85{col 46}{space 3}0.000{col 54}{space 4}-.0000289{col 67}{space 3}-.0000193
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} -.080445{col 26}{space 2} .0142661{col 37}{space 1}   -5.64{col 46}{space 3}0.000{col 54}{space 4}-.1084061{col 67}{space 3}-.0524838
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0367935{col 26}{space 2} .0127588{col 37}{space 1}   -2.88{col 46}{space 3}0.004{col 54}{space 4}-.0618003{col 67}{space 3}-.0117866
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0337172{col 26}{space 2} .0403091{col 37}{space 1}    0.84{col 46}{space 3}0.403{col 54}{space 4}-.0452871{col 67}{space 3} .1127216
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0334292{col 26}{space 2} .0126287{col 37}{space 1}   -2.65{col 46}{space 3}0.008{col 54}{space 4} -.058181{col 67}{space 3}-.0086775
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}  .095041{col 26}{space 2} .0474253{col 37}{space 1}    2.00{col 46}{space 3}0.045{col 54}{space 4} .0020892{col 67}{space 3} .1879928
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2223638{col 26}{space 2} .0525408{col 37}{space 1}    4.23{col 46}{space 3}0.000{col 54}{space 4} .1193857{col 67}{space 3} .3253419
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1065189{col 26}{space 2} .0212482{col 37}{space 1}   -5.01{col 46}{space 3}0.000{col 54}{space 4}-.1481646{col 67}{space 3}-.0648732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       18.5 /        1 = {res:   18.491}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1010062683{txt}  {c |}
   2 {c |}  {res}.0030658809{txt}  {c |}
   3 {c |}  {res}.0116943241{txt}  {c |}
   4 {c |}  {res}.0261315302{txt}  {c |}
   5 {c |}  {res}.0082227938{txt}  {c |}
   6 {c |}  {res}.0416964284{txt}  {c |}
   7 {c |}  {res}.0023145917{txt}  {c |}
   8 {c |}  {res}.0044996261{txt}  {c |}
   9 {c |}  {res}.0009781427{txt}  {c |}
  10 {c |}  {res}1.21366e-10{txt}  {c |}
  11 {c |}  {res}.0056036267{txt}  {c |}
  12 {c |}  {res}.0023377664{txt}  {c |}
  13 {c |}  {res}.0036432757{txt}  {c |}
  14 {c |}  {res}.0001552275{txt}  {c |}
  15 {c |}  {res}.0153623182{txt}  {c |}
  16 {c |}  {res}.0131891401{txt}  {c |}
  17 {c |}  {res}.0187034923{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1088552477    .0571197362    .0278109076     .016143212    .0158926004    .0112777352    .0082931101    .0052557499    .0023649108    .0020317091     .001477669    .0010548044    .0007204044    .0004873165
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.49645e-11   -.0000589042   -.0001217759{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3178148333   .0553703974   .1081402983   .1616524982   .0906796218   .2041970334   .0481102034   .0670792521   .0312752736   .0000110166   .0748573757   .0483504544   .0603595536   .0124590322   .1239448194
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1148439814   .1367607117{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .002117434   .2596649528   .2943213022   .0204275863   .8059163905   .2651566169   .9894015552   .9916423392   .5596396545   .0288066847   .2825345906    .446672076   .5764303477   .0072936329    .443199888
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0528401484   .4360558458{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.80439981
F-stat for first coefficient: 9.44484496
  {res}1
F-stat for IVed coefficients: 9.44484496

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     52,003   -.2662154    1.415318         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}  222.64
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 911.4397246{txt}{col 55}Centered R2   = {res}  0.0641
{txt}Total (uncentered) SS   = {res}         928{txt}{col 55}Uncentered R2 = {res}  0.0808
{txt}Residual SS             = {res} 852.9905877{txt}{col 55}Root MSE      = {res}   .1281

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1645665{col 26}{space 2} .0041312{col 37}{space 1}   39.84{col 46}{space 3}0.000{col 54}{space 4} .1564695{col 67}{space 3} .1726634
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0119273{col 26}{space 2} .0015624{col 37}{space 1}    7.63{col 46}{space 3}0.000{col 54}{space 4}  .008865{col 67}{space 3} .0149895
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0081591{col 26}{space 2} .0016598{col 37}{space 1}   -4.92{col 46}{space 3}0.000{col 54}{space 4}-.0114122{col 67}{space 3} -.004906
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0000406{col 26}{space 2} .0059874{col 37}{space 1}    0.01{col 46}{space 3}0.995{col 54}{space 4}-.0116945{col 67}{space 3} .0117757
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0046774{col 26}{space 2} .0012727{col 37}{space 1}    3.68{col 46}{space 3}0.000{col 54}{space 4} .0021831{col 67}{space 3} .0071718
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0133821{col 26}{space 2} .0050838{col 37}{space 1}    2.63{col 46}{space 3}0.008{col 54}{space 4}  .003418{col 67}{space 3} .0233462
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0109528{col 26}{space 2} .0026592{col 37}{space 1}    4.12{col 46}{space 3}0.000{col 54}{space 4} .0057408{col 67}{space 3} .0161647
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0094201{col 26}{space 2} .0042461{col 37}{space 1}    2.22{col 46}{space 3}0.027{col 54}{space 4} .0010978{col 67}{space 3} .0177423
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0051897{col 26}{space 2}  .001159{col 37}{space 1}    4.48{col 46}{space 3}0.000{col 54}{space 4} .0029182{col 67}{space 3} .0074612
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.50e-07{col 26}{space 2} 2.21e-07{col 37}{space 1}   -2.04{col 46}{space 3}0.042{col 54}{space 4}-8.82e-07{col 67}{space 3}-1.72e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0013437{col 26}{space 2} .0012898{col 37}{space 1}    1.04{col 46}{space 3}0.298{col 54}{space 4}-.0011843{col 67}{space 3} .0038718
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002028{col 26}{space 2} .0011537{col 37}{space 1}    0.18{col 46}{space 3}0.860{col 54}{space 4}-.0020585{col 67}{space 3}  .002464
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0147977{col 26}{space 2} .0036263{col 37}{space 1}    4.08{col 46}{space 3}0.000{col 54}{space 4} .0076902{col 67}{space 3} .0219051
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006194{col 26}{space 2} .0011419{col 37}{space 1}   -0.54{col 46}{space 3}0.588{col 54}{space 4}-.0028574{col 67}{space 3} .0016187
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0057252{col 26}{space 2} .0042857{col 37}{space 1}   -1.34{col 46}{space 3}0.182{col 54}{space 4} -.014125{col 67}{space 3} .0026746
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1363528{col 26}{space 2} .0032743{col 37}{space 1}   41.64{col 46}{space 3}0.000{col 54}{space 4} .1299353{col 67}{space 3} .1427702
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0007932{col 26}{space 2} .0019204{col 37}{space 1}    0.41{col 46}{space 3}0.680{col 54}{space 4}-.0029708{col 67}{space 3} .0045571
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       18.5 /        1 = {res:   18.478}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003492713{txt}  {c |}
   2 {c |}  {res}3.58933e-06{txt}  {c |}
   3 {c |}  {res}7.42302e-06{txt}  {c |}
   4 {c |}  {res}3.66363e-06{txt}  {c |}
   5 {c |}  {res}2.06255e-06{txt}  {c |}
   6 {c |}  {res}.0000366961{txt}  {c |}
   7 {c |}  {res}.0000185405{txt}  {c |}
   8 {c |}  {res}.0000360898{txt}  {c |}
   9 {c |}  {res}1.04611e-06{txt}  {c |}
  10 {c |}  {res}7.70083e-14{txt}  {c |}
  11 {c |}  {res}3.66719e-06{txt}  {c |}
  12 {c |}  {res}1.56651e-06{txt}  {c |}
  13 {c |}  {res}.0000122134{txt}  {c |}
  14 {c |}  {res}1.51058e-06{txt}  {c |}
  15 {c |}  {res}.0000355522{txt}  {c |}
  16 {c |}  {res}.0002478037{txt}  {c |}
  17 {c |}  {res}4.77881e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003742506    .0002777746    .0000575829    .0000276603    .0000149068    9.77626e-06    8.91348e-06    3.08159e-06    2.13552e-06    1.06951e-06    5.81106e-07    1.49645e-07    1.09118e-14   -1.68875e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-7.03139e-07   -1.52547e-06   -.0000100101{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0186888011   .0018945532   .0027245223    .001914061   .0014361592   .0060577314   .0043058674   .0060074809   .0010227956   2.77504e-07   .0019149916   .0012516041   .0034947623   .0012290581    .005962569
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0157417811   .0021860481{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   3.06298e-10   .0027471458    .983090606   .0011263407   .0271684692   .0109690315   .1168672603   3.89460e-07   .1050141093   .4828795532   .8713060132   .0000229329   .6143021577   .3369572582
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .7167215987{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -11.7214559
F-stat for first coefficient: 77.5389375
  {res}1
F-stat for IVed coefficients: 77.5389375

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     52,003    .0178451    .1323896          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with V
(17,104 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49770
{txt}{col 55}F( 16, 49753) = {res}   12.96
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 100434.8392{txt}{col 55}Centered R2   = {res} -0.0016
{txt}Total (uncentered) SS   = {res}      104167{txt}{col 55}Uncentered R2 = {res}  0.0343
{txt}Residual SS             = {res} 100593.8571{txt}{col 55}Root MSE      = {res}   1.422

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.8959977{col 26}{space 2} .2798909{col 37}{space 1}   -3.20{col 46}{space 3}0.001{col 54}{space 4}-1.444574{col 67}{space 3}-.3474216
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0556802{col 26}{space 2} .0180809{col 37}{space 1}    3.08{col 46}{space 3}0.002{col 54}{space 4} .0202424{col 67}{space 3} .0911181
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1036813{col 26}{space 2} .0189808{col 37}{space 1}   -5.46{col 46}{space 3}0.000{col 54}{space 4} -.140883{col 67}{space 3}-.0664796
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3295439{col 26}{space 2} .0884272{col 37}{space 1}   -3.73{col 46}{space 3}0.000{col 54}{space 4}-.5028581{col 67}{space 3}-.1562298
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0193959{col 26}{space 2} .0144359{col 37}{space 1}    1.34{col 46}{space 3}0.179{col 54}{space 4}-.0088979{col 67}{space 3} .0476897
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2398806{col 26}{space 2}  .056648{col 37}{space 1}    4.23{col 46}{space 3}0.000{col 54}{space 4} .1288526{col 67}{space 3} .3509085
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0189932{col 26}{space 2} .0302685{col 37}{space 1}   -0.63{col 46}{space 3}0.530{col 54}{space 4}-.0783184{col 67}{space 3} .0403321
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0088144{col 26}{space 2} .0483641{col 37}{space 1}    0.18{col 46}{space 3}0.855{col 54}{space 4}-.0859774{col 67}{space 3} .1036062
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0112898{col 26}{space 2} .0132299{col 37}{space 1}   -0.85{col 46}{space 3}0.393{col 54}{space 4}  -.03722{col 67}{space 3} .0146403
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000232{col 26}{space 2} 2.50e-06{col 37}{space 1}   -9.28{col 46}{space 3}0.000{col 54}{space 4}-.0000281{col 67}{space 3}-.0000183
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0677194{col 26}{space 2} .0146211{col 37}{space 1}   -4.63{col 46}{space 3}0.000{col 54}{space 4}-.0963763{col 67}{space 3}-.0390626
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0351569{col 26}{space 2} .0130838{col 37}{space 1}   -2.69{col 46}{space 3}0.007{col 54}{space 4}-.0608008{col 67}{space 3}-.0095131
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0320873{col 26}{space 2} .0415683{col 37}{space 1}    0.77{col 46}{space 3}0.440{col 54}{space 4}-.0493852{col 67}{space 3} .1135597
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0331433{col 26}{space 2} .0129597{col 37}{space 1}   -2.56{col 46}{space 3}0.011{col 54}{space 4}-.0585438{col 67}{space 3}-.0077427
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0819583{col 26}{space 2} .0487146{col 37}{space 1}    1.68{col 46}{space 3}0.092{col 54}{space 4}-.0135206{col 67}{space 3} .1774371
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2040209{col 26}{space 2} .0529934{col 37}{space 1}    3.85{col 46}{space 3}0.000{col 54}{space 4} .1001556{col 67}{space 3} .3078861
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1271753{col 26}{space 2} .0217157{col 37}{space 1}   -5.86{col 46}{space 3}0.000{col 54}{space 4}-.1697374{col 67}{space 3}-.0846133
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(244,536 observations deleted)
  {res}49,770
Nvar 17
N 49770
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.5 /        1 = {res:   16.523}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1021761592{txt}  {c |}
   2 {c |}  {res} .003171133{txt}  {c |}
   3 {c |}  {res}.0123055207{txt}  {c |}
   4 {c |}  {res} .070315339{txt}  {c |}
   5 {c |}  {res}.0081392616{txt}  {c |}
   6 {c |}  {res}.0412476289{txt}  {c |}
   7 {c |}  {res}.0025202601{txt}  {c |}
   8 {c |}  {res}.0052386693{txt}  {c |}
   9 {c |}  {res} .000923222{txt}  {c |}
  10 {c |}  {res}1.23114e-10{txt}  {c |}
  11 {c |}  {res}.0058643784{txt}  {c |}
  12 {c |}  {res}.0024307634{txt}  {c |}
  13 {c |}  {res}.0039153542{txt}  {c |}
  14 {c |}  {res}.0001284046{txt}  {c |}
  15 {c |}  {res}.0163502229{txt}  {c |}
  16 {c |}  {res}.0141773651{txt}  {c |}
  17 {c |}  {res}.0189768244{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1120665775    .0721930178    .0536927201    .0196845711    .0163733643    .0118855239    .0084573092    .0054468407    .0024160311    .0021933952    .0014554168    .0010591795     .000705225    .0004442057
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.66444e-11   -.0000639074   -.0001289637{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3196500575   .0563128136   .1109302515   .2651703962   .0902178562   .2030951228   .0502021922   .0723786523   .0303845685   .0000110957   .0765792297    .049302773   .0625727909   .0113315756     .12786799
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .119068741   .1377563952{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0050620556   .3227773171   .3499671458   .2139552085   .8297755163   .2375533434   .7051829695   .9030716451   .7102167193   .0363917221   .3765313204   .4757947608   .6080918222   .0034460996   .5215487383
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0866258591   .3559081939{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.28702166
F-stat for first coefficient: 7.85713448
  {res}1
F-stat for IVed coefficients: 7.85713448

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     49,770   -.2738397     1.42057         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49770
{txt}{col 55}F( 16, 49753) = {res}  214.85
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 869.2631103{txt}{col 55}Centered R2   = {res}  0.0646
{txt}Total (uncentered) SS   = {res}         885{txt}{col 55}Uncentered R2 = {res}  0.0813
{txt}Residual SS             = {res} 813.0848688{txt}{col 55}Root MSE      = {res}   .1278

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1657495{col 26}{space 2} .0041708{col 37}{space 1}   39.74{col 46}{space 3}0.000{col 54}{space 4} .1575748{col 67}{space 3} .1739242
{txt}{space 9}SEX {c |}{col 14}{res}{space 2}  .012533{col 26}{space 2} .0015941{col 37}{space 1}    7.86{col 46}{space 3}0.000{col 54}{space 4} .0094087{col 67}{space 3} .0156573
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0083382{col 26}{space 2} .0016924{col 37}{space 1}   -4.93{col 46}{space 3}0.000{col 54}{space 4}-.0116552{col 67}{space 3}-.0050213
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0006945{col 26}{space 2} .0079501{col 37}{space 1}    0.09{col 46}{space 3}0.930{col 54}{space 4}-.0148874{col 67}{space 3} .0162764
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0054484{col 26}{space 2} .0012905{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4}  .002919{col 67}{space 3} .0079778
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0128489{col 26}{space 2} .0050805{col 37}{space 1}    2.53{col 46}{space 3}0.011{col 54}{space 4} .0028912{col 67}{space 3} .0228065
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0110024{col 26}{space 2}  .002706{col 37}{space 1}    4.07{col 46}{space 3}0.000{col 54}{space 4} .0056988{col 67}{space 3}  .016306
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0089703{col 26}{space 2}  .004341{col 37}{space 1}    2.07{col 46}{space 3}0.039{col 54}{space 4} .0004622{col 67}{space 3} .0174785
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0056554{col 26}{space 2} .0011822{col 37}{space 1}    4.78{col 46}{space 3}0.000{col 54}{space 4} .0033384{col 67}{space 3} .0079724
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.89e-07{col 26}{space 2} 2.25e-07{col 37}{space 1}   -2.18{col 46}{space 3}0.030{col 54}{space 4}-9.29e-07{col 67}{space 3}-4.87e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0007162{col 26}{space 2} .0013145{col 37}{space 1}    0.54{col 46}{space 3}0.586{col 54}{space 4}-.0018602{col 67}{space 3} .0032926
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0005261{col 26}{space 2} .0011762{col 37}{space 1}    0.45{col 46}{space 3}0.655{col 54}{space 4}-.0017792{col 67}{space 3} .0028313
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0139049{col 26}{space 2} .0037214{col 37}{space 1}    3.74{col 46}{space 3}0.000{col 54}{space 4} .0066111{col 67}{space 3} .0211986
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0008254{col 26}{space 2}  .001165{col 37}{space 1}   -0.71{col 46}{space 3}0.479{col 54}{space 4}-.0031087{col 67}{space 3} .0014578
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0048699{col 26}{space 2} .0043775{col 37}{space 1}   -1.11{col 46}{space 3}0.266{col 54}{space 4}-.0134496{col 67}{space 3} .0037098
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1340926{col 26}{space 2} .0033428{col 37}{space 1}   40.11{col 46}{space 3}0.000{col 54}{space 4} .1275408{col 67}{space 3} .1406444
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0002185{col 26}{space 2} .0019521{col 37}{space 1}    0.11{col 46}{space 3}0.911{col 54}{space 4}-.0036075{col 67}{space 3} .0040445
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(244,536 observations deleted)
  {res}49,770
Nvar 17
N 49770
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.2 /        1 = {res:   16.236}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003678805{txt}  {c |}
   2 {c |}  {res}3.83079e-06{txt}  {c |}
   3 {c |}  {res}7.21367e-06{txt}  {c |}
   4 {c |}  {res}6.77194e-06{txt}  {c |}
   5 {c |}  {res}1.51243e-06{txt}  {c |}
   6 {c |}  {res}.0000374127{txt}  {c |}
   7 {c |}  {res}.0000213474{txt}  {c |}
   8 {c |}  {res}.0000413871{txt}  {c |}
   9 {c |}  {res}1.07283e-06{txt}  {c |}
  10 {c |}  {res}7.10550e-14{txt}  {c |}
  11 {c |}  {res}3.69972e-06{txt}  {c |}
  12 {c |}  {res}1.84194e-06{txt}  {c |}
  13 {c |}  {res}.0000111092{txt}  {c |}
  14 {c |}  {res}1.47968e-06{txt}  {c |}
  15 {c |}  {res}.0000394344{txt}  {c |}
  16 {c |}  {res}.0002315878{txt}  {c |}
  17 {c |}  {res}4.66307e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003886818    .0002706207    .0000606058    .0000279517     .000017824    .0000110765    8.75199e-06    3.21112e-06    2.98702e-06    1.43838e-06    6.55562e-07    5.12964e-07    1.68851e-08   -2.74628e-14
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.17626e-07   -7.90751e-07   -.0000107808{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0191802116   .0019572403   .0026858268   .0026022952   .0012298081   .0061165947    .004620324   .0064332839   .0010357746   2.66561e-07   .0019234654   .0013571817   .0033330512     .00121642   .0062796836
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0152180102   .0021594143{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.51966e-10   .0019057915   .7895741235   9.41218e-06   .0356710744   .0172511811   .1632079078   4.75981e-08   .0667034274   .7096488912   .6982959535    .000030218   .4974046685   .4380409524
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0    .919392721{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -22.5022248
F-stat for first coefficient: 74.6788739
  {res}1
F-stat for IVed coefficients: 74.6788739

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     49,770    .0177818    .1321588          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with W
(1,084 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}   17.39
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 104193.9458{txt}{col 55}Centered R2   = {res} -0.0011
{txt}Total (uncentered) SS   = {res}      107800{txt}{col 55}Uncentered R2 = {res}  0.0324
{txt}Residual SS             = {res} 104303.5141{txt}{col 55}Root MSE      = {res}   1.416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9682008{col 26}{space 2} .2794976{col 37}{space 1}   -3.46{col 46}{space 3}0.001{col 54}{space 4}-1.516006{col 67}{space 3}-.4203955
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0686108{col 26}{space 2} .0177196{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0338811{col 67}{space 3} .1033405
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1255085{col 26}{space 2} .0185699{col 37}{space 1}   -6.76{col 46}{space 3}0.000{col 54}{space 4}-.1619047{col 67}{space 3}-.0891122
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3811756{col 26}{space 2}  .066414{col 37}{space 1}   -5.74{col 46}{space 3}0.000{col 54}{space 4}-.5113447{col 67}{space 3}-.2510065
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0310047{col 26}{space 2} .0140648{col 37}{space 1}    2.20{col 46}{space 3}0.027{col 54}{space 4} .0034381{col 67}{space 3} .0585712
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2223424{col 26}{space 2} .0563629{col 37}{space 1}    3.94{col 46}{space 3}0.000{col 54}{space 4} .1118732{col 67}{space 3} .3328116
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} -.005539{col 26}{space 2} .0294214{col 37}{space 1}   -0.19{col 46}{space 3}0.851{col 54}{space 4}-.0632039{col 67}{space 3} .0521259
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0045021{col 26}{space 2} .0471365{col 37}{space 1}   -0.10{col 46}{space 3}0.924{col 54}{space 4}-.0968878{col 67}{space 3} .0878837
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0179117{col 26}{space 2} .0128901{col 37}{space 1}   -1.39{col 46}{space 3}0.165{col 54}{space 4}-.0431758{col 67}{space 3} .0073523
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000249{col 26}{space 2} 2.44e-06{col 37}{space 1}  -10.18{col 46}{space 3}0.000{col 54}{space 4}-.0000296{col 67}{space 3}-.0000201
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0816858{col 26}{space 2} .0142544{col 37}{space 1}   -5.73{col 46}{space 3}0.000{col 54}{space 4} -.109624{col 67}{space 3}-.0537476
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0365479{col 26}{space 2} .0127557{col 37}{space 1}   -2.87{col 46}{space 3}0.004{col 54}{space 4}-.0615486{col 67}{space 3}-.0115472
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0459298{col 26}{space 2} .0406859{col 37}{space 1}    1.13{col 46}{space 3}0.259{col 54}{space 4}-.0338131{col 67}{space 3} .1256726
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0319445{col 26}{space 2} .0126263{col 37}{space 1}   -2.53{col 46}{space 3}0.011{col 54}{space 4}-.0566915{col 67}{space 3}-.0071974
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0928082{col 26}{space 2} .0475141{col 37}{space 1}    1.95{col 46}{space 3}0.051{col 54}{space 4}-.0003177{col 67}{space 3} .1859341
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2248558{col 26}{space 2} .0520974{col 37}{space 1}    4.32{col 46}{space 3}0.000{col 54}{space 4} .1227468{col 67}{space 3} .3269649
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1046879{col 26}{space 2} .0212037{col 37}{space 1}   -4.94{col 46}{space 3}0.000{col 54}{space 4}-.1462463{col 67}{space 3}-.0631294
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.7 /        1 = {res:   17.709}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1010553505{txt}  {c |}
   2 {c |}  {res}.0031081852{txt}  {c |}
   3 {c |}  {res}.0118600355{txt}  {c |}
   4 {c |}  {res}.0267458738{txt}  {c |}
   5 {c |}  {res}.0081152905{txt}  {c |}
   6 {c |}  {res}.0415219396{txt}  {c |}
   7 {c |}  {res}.0021538409{txt}  {c |}
   8 {c |}  {res} .004541533{txt}  {c |}
   9 {c |}  {res}.0009761099{txt}  {c |}
  10 {c |}  {res}1.24142e-10{txt}  {c |}
  11 {c |}  {res}.0057761184{txt}  {c |}
  12 {c |}  {res}.0024233552{txt}  {c |}
  13 {c |}  {res}.0037697615{txt}  {c |}
  14 {c |}  {res}.0001278617{txt}  {c |}
  15 {c |}  {res}.0152144252{txt}  {c |}
  16 {c |}  {res}.0137291027{txt}  {c |}
  17 {c |}  {res}.0186649841{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1092637716    .0570548919     .028289142    .0159852665    .0159252261    .0116193232    .0084390625    .0052247793    .0023514214    .0021033638    .0014769702    .0010519563    .0006846864    .0004976165
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.42261e-11   -.0000573151   -.0001263951{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3178920422      .0557511     .10890379   .1635416575   .0900849071   .2037693293   .0464094913   .0673908967   .0312427571   .0000111419   .0760007789   .0492275858   .0613983838   .0113075933   .1233467679
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1171712536   .1366198526{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0023214654   .2184488628   .2491275419   .0197662615   .7307173027   .2752079171   .9049973521   .9467368534   .5664364246   .0256597967   .2824632628   .4578284685   .4544230574   .0047273942   .4518001723
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0549798039    .443514924{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.82899558
F-stat for first coefficient: 9.27623158
  {res}1
F-stat for IVed coefficients: 9.27623158

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     52,003    -.263331    1.415504         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}  221.87
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 914.3324808{txt}{col 55}Centered R2   = {res}  0.0639
{txt}Total (uncentered) SS   = {res}         931{txt}{col 55}Uncentered R2 = {res}  0.0807
{txt}Residual SS             = {res} 855.8884264{txt}{col 55}Root MSE      = {res}   .1283

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1634422{col 26}{space 2} .0041381{col 37}{space 1}   39.50{col 46}{space 3}0.000{col 54}{space 4} .1553317{col 67}{space 3} .1715528
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0122773{col 26}{space 2}  .001574{col 37}{space 1}    7.80{col 46}{space 3}0.000{col 54}{space 4} .0091924{col 67}{space 3} .0153623
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0083502{col 26}{space 2} .0016677{col 37}{space 1}   -5.01{col 46}{space 3}0.000{col 54}{space 4}-.0116188{col 67}{space 3}-.0050815
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002297{col 26}{space 2} .0060161{col 37}{space 1}   -0.04{col 46}{space 3}0.970{col 54}{space 4}-.0120211{col 67}{space 3} .0115617
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0048562{col 26}{space 2} .0012682{col 37}{space 1}    3.83{col 46}{space 3}0.000{col 54}{space 4} .0023706{col 67}{space 3} .0073418
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0133521{col 26}{space 2} .0050921{col 37}{space 1}    2.62{col 46}{space 3}0.009{col 54}{space 4} .0033718{col 67}{space 3} .0233325
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0104879{col 26}{space 2} .0026508{col 37}{space 1}    3.96{col 46}{space 3}0.000{col 54}{space 4} .0052924{col 67}{space 3} .0156834
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0097972{col 26}{space 2} .0042613{col 37}{space 1}    2.30{col 46}{space 3}0.021{col 54}{space 4} .0014451{col 67}{space 3} .0181492
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0053743{col 26}{space 2} .0011608{col 37}{space 1}    4.63{col 46}{space 3}0.000{col 54}{space 4} .0030993{col 67}{space 3} .0076494
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.51e-07{col 26}{space 2} 2.21e-07{col 37}{space 1}   -2.04{col 46}{space 3}0.041{col 54}{space 4}-8.83e-07{col 67}{space 3}-1.79e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0015313{col 26}{space 2} .0012909{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0009989{col 67}{space 3} .0040614
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002366{col 26}{space 2} .0011554{col 37}{space 1}    0.20{col 46}{space 3}0.838{col 54}{space 4} -.002028{col 67}{space 3} .0025013
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0147291{col 26}{space 2}  .003667{col 37}{space 1}    4.02{col 46}{space 3}0.000{col 54}{space 4} .0075419{col 67}{space 3} .0219163
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006346{col 26}{space 2} .0011436{col 37}{space 1}   -0.55{col 46}{space 3}0.579{col 54}{space 4}-.0028761{col 67}{space 3} .0016069
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0060614{col 26}{space 2} .0043008{col 37}{space 1}   -1.41{col 46}{space 3}0.159{col 54}{space 4}-.0144909{col 67}{space 3} .0023681
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .135041{col 26}{space 2} .0032323{col 37}{space 1}   41.78{col 46}{space 3}0.000{col 54}{space 4} .1287059{col 67}{space 3} .1413762
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0004056{col 26}{space 2} .0019203{col 37}{space 1}    0.21{col 46}{space 3}0.833{col 54}{space 4} -.003358{col 67}{space 3} .0041693
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.8 /        1 = {res:   17.771}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003512839{txt}  {c |}
   2 {c |}  {res}3.61912e-06{txt}  {c |}
   3 {c |}  {res}7.67078e-06{txt}  {c |}
   4 {c |}  {res}4.02664e-06{txt}  {c |}
   5 {c |}  {res}1.82355e-06{txt}  {c |}
   6 {c |}  {res} .000036726{txt}  {c |}
   7 {c |}  {res}.0000184525{txt}  {c |}
   8 {c |}  {res}  .00003765{txt}  {c |}
   9 {c |}  {res}9.85838e-07{txt}  {c |}
  10 {c |}  {res}7.80492e-14{txt}  {c |}
  11 {c |}  {res}3.94580e-06{txt}  {c |}
  12 {c |}  {res}1.64282e-06{txt}  {c |}
  13 {c |}  {res}.0000127466{txt}  {c |}
  14 {c |}  {res}1.51009e-06{txt}  {c |}
  15 {c |}  {res} .000037035{txt}  {c |}
  16 {c |}  {res}.0002393125{txt}  {c |}
  17 {c |}  {res}4.93491e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003754028     .000268238    .0000584619     .000030939    .0000146199    .0000103649    9.16008e-06    3.41349e-06    1.85582e-06    1.16784e-06    6.20998e-07    1.53335e-07    8.83986e-15   -2.33609e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.48902e-07   -1.30776e-06   -8.94171e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187425686   .0019023996   .0027696172   .0020066499    .001350387   .0060602014   .0042956354   .0061359637    .000992894   2.79373e-07   .0019864032   .0012817263   .0035702326   .0012288592   .0060856374
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154697273   .0022214647{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   1.09230e-10   .0025704422    .908879641   .0003229521   .0275773609   .0146252714   .1103372577   6.20546e-08   .1067986813   .4407798895   .8535191878   .0000369869   .6055893903   .3192414348
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0    .855110323{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -5.88861327
F-stat for first coefficient: 76.0449585
  {res}1
F-stat for IVed coefficients: 76.0449585

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     52,003    .0179028    .1325996          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with X
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52326
{txt}{col 55}F( 16, 52309) = {res}   17.24
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 104777.7399{txt}{col 55}Centered R2   = {res} -0.0011
{txt}Total (uncentered) SS   = {res}      108516{txt}{col 55}Uncentered R2 = {res}  0.0334
{txt}Residual SS             = {res}      104892{txt}{col 55}Root MSE      = {res}   1.416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9618444{col 26}{space 2} .2766454{col 37}{space 1}   -3.48{col 46}{space 3}0.001{col 54}{space 4}-1.504059{col 67}{space 3}-.4196293
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0629832{col 26}{space 2} .0175861{col 37}{space 1}    3.58{col 46}{space 3}0.000{col 54}{space 4} .0285152{col 67}{space 3} .0974512
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1150646{col 26}{space 2} .0184629{col 37}{space 1}   -6.23{col 46}{space 3}0.000{col 54}{space 4}-.1512513{col 67}{space 3} -.078878
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3762024{col 26}{space 2} .0661157{col 37}{space 1}   -5.69{col 46}{space 3}0.000{col 54}{space 4}-.5057868{col 67}{space 3}-.2466179
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0267057{col 26}{space 2} .0140295{col 37}{space 1}    1.90{col 46}{space 3}0.057{col 54}{space 4}-.0007916{col 67}{space 3}  .054203
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2258717{col 26}{space 2} .0563389{col 37}{space 1}    4.01{col 46}{space 3}0.000{col 54}{space 4} .1154495{col 67}{space 3}  .336294
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0038921{col 26}{space 2} .0293952{col 37}{space 1}   -0.13{col 46}{space 3}0.895{col 54}{space 4}-.0615057{col 67}{space 3} .0537216
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} -.000076{col 26}{space 2} .0470164{col 37}{space 1}   -0.00{col 46}{space 3}0.999{col 54}{space 4}-.0922265{col 67}{space 3} .0920744
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0181223{col 26}{space 2} .0128403{col 37}{space 1}   -1.41{col 46}{space 3}0.158{col 54}{space 4}-.0432888{col 67}{space 3} .0070442
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000247{col 26}{space 2} 2.44e-06{col 37}{space 1}  -10.14{col 46}{space 3}0.000{col 54}{space 4}-.0000295{col 67}{space 3}-.0000199
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0833915{col 26}{space 2} .0142048{col 37}{space 1}   -5.87{col 46}{space 3}0.000{col 54}{space 4}-.1112323{col 67}{space 3}-.0555507
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0386192{col 26}{space 2}  .012712{col 37}{space 1}   -3.04{col 46}{space 3}0.002{col 54}{space 4}-.0635344{col 67}{space 3}-.0137041
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0357695{col 26}{space 2} .0402773{col 37}{space 1}    0.89{col 46}{space 3}0.374{col 54}{space 4}-.0431725{col 67}{space 3} .1147115
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0328979{col 26}{space 2} .0125858{col 37}{space 1}   -2.61{col 46}{space 3}0.009{col 54}{space 4}-.0575657{col 67}{space 3}-.0082301
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0938572{col 26}{space 2} .0473899{col 37}{space 1}    1.98{col 46}{space 3}0.048{col 54}{space 4} .0009747{col 67}{space 3} .1867398
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2295346{col 26}{space 2} .0518178{col 37}{space 1}    4.43{col 46}{space 3}0.000{col 54}{space 4} .1279736{col 67}{space 3} .3310956
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} -.106048{col 26}{space 2} .0211321{col 37}{space 1}   -5.02{col 46}{space 3}0.000{col 54}{space 4}-.1474662{col 67}{space 3}-.0646298
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(241,980 observations deleted)
  {res}52,326
Nvar 17
N 52326
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.9 /        1 = {res:   17.921}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0985486104{txt}  {c |}
   2 {c |}  {res}.0030560925{txt}  {c |}
   3 {c |}  {res} .011762221{txt}  {c |}
   4 {c |}  {res} .026280418{txt}  {c |}
   5 {c |}  {res}.0080007615{txt}  {c |}
   6 {c |}  {res}.0415826198{txt}  {c |}
   7 {c |}  {res}.0021986373{txt}  {c |}
   8 {c |}  {res}.0044815725{txt}  {c |}
   9 {c |}  {res}.0009517481{txt}  {c |}
  10 {c |}  {res}1.24928e-10{txt}  {c |}
  11 {c |}  {res}.0057690016{txt}  {c |}
  12 {c |}  {res}.0023759875{txt}  {c |}
  13 {c |}  {res}.0036980038{txt}  {c |}
  14 {c |}  {res}.0001347316{txt}  {c |}
  15 {c |}  {res}.0152846206{txt}  {c |}
  16 {c |}  {res}.0136686514{txt}  {c |}
  17 {c |}  {res} .018541459{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1066709805    .0567330397    .0278354918    .0160780136    .0157706725    .0116081021    .0084122252    .0051578828    .0025448618    .0020898194    .0014734599    .0009946688    .0006922297    .0004539335
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.45791e-11   -.0000591977   -.0001210471{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3139245298   .0552819368   .1084537735   .1621123623   .0894469758   .2039181694   .0468896291   .0669445477   .0308504143   .0000111771   .0759539438   .0487441018   .0608112143   .0116073962   .1236309855
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1169130079   .1361670262{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0021844633     .25457437   .2887101556    .020306974   .7652724271    .268009231   .9338478722   .9990937635   .5569187827    .027105655   .2722386297   .4281944923   .5563943459   .0045938117   .4477494024
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0496120244   .4360927548{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.72036002
F-stat for first coefficient: 9.38769797
  {res}1
F-stat for IVed coefficients: 9.38769797

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     52,326   -.2672859    1.415076         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52326
{txt}{col 55}F( 16, 52309) = {res}  224.51
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 917.3284409{txt}{col 55}Centered R2   = {res}  0.0643
{txt}Total (uncentered) SS   = {res}         934{txt}{col 55}Uncentered R2 = {res}  0.0810
{txt}Residual SS             = {res} 858.3813876{txt}{col 55}Root MSE      = {res}   .1281

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1646602{col 26}{space 2} .0041208{col 37}{space 1}   39.96{col 46}{space 3}0.000{col 54}{space 4} .1565836{col 67}{space 3} .1727368
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0120923{col 26}{space 2} .0015613{col 37}{space 1}    7.74{col 46}{space 3}0.000{col 54}{space 4} .0090321{col 67}{space 3} .0151525
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0081534{col 26}{space 2} .0016568{col 37}{space 1}   -4.92{col 46}{space 3}0.000{col 54}{space 4}-.0114006{col 67}{space 3}-.0049062
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002244{col 26}{space 2}  .005981{col 37}{space 1}   -0.04{col 46}{space 3}0.970{col 54}{space 4}-.0119469{col 67}{space 3} .0114981
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0048587{col 26}{space 2} .0012633{col 37}{space 1}    3.85{col 46}{space 3}0.000{col 54}{space 4} .0023826{col 67}{space 3} .0073348
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0133225{col 26}{space 2} .0050834{col 37}{space 1}    2.62{col 46}{space 3}0.009{col 54}{space 4} .0033593{col 67}{space 3} .0232857
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0104513{col 26}{space 2} .0026453{col 37}{space 1}    3.95{col 46}{space 3}0.000{col 54}{space 4} .0052667{col 67}{space 3} .0156359
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0096441{col 26}{space 2} .0042451{col 37}{space 1}    2.27{col 46}{space 3}0.023{col 54}{space 4} .0013239{col 67}{space 3} .0179644
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052485{col 26}{space 2} .0011552{col 37}{space 1}    4.54{col 46}{space 3}0.000{col 54}{space 4} .0029843{col 67}{space 3} .0075127
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.52e-07{col 26}{space 2} 2.20e-07{col 37}{space 1}   -2.05{col 46}{space 3}0.040{col 54}{space 4}-8.83e-07{col 67}{space 3}-2.06e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0013973{col 26}{space 2} .0012848{col 37}{space 1}    1.09{col 46}{space 3}0.277{col 54}{space 4}-.0011208{col 67}{space 3} .0039154
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}  .000257{col 26}{space 2} .0011499{col 37}{space 1}    0.22{col 46}{space 3}0.823{col 54}{space 4}-.0019968{col 67}{space 3} .0025108
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0148467{col 26}{space 2} .0036248{col 37}{space 1}    4.10{col 46}{space 3}0.000{col 54}{space 4} .0077422{col 67}{space 3} .0219511
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0005794{col 26}{space 2} .0011385{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4}-.0028107{col 67}{space 3}  .001652
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0058359{col 26}{space 2} .0042841{col 37}{space 1}   -1.36{col 46}{space 3}0.173{col 54}{space 4}-.0142324{col 67}{space 3} .0025607
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1350941{col 26}{space 2} .0032265{col 37}{space 1}   41.87{col 46}{space 3}0.000{col 54}{space 4} .1287704{col 67}{space 3} .1414179
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0004541{col 26}{space 2} .0019111{col 37}{space 1}    0.24{col 46}{space 3}0.812{col 54}{space 4}-.0032917{col 67}{space 3} .0041998
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(241,980 observations deleted)
  {res}52,326
Nvar 17
N 52326
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.9 /        1 = {res:   17.946}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003459128{txt}  {c |}
   2 {c |}  {res}3.48363e-06{txt}  {c |}
   3 {c |}  {res}7.19597e-06{txt}  {c |}
   4 {c |}  {res}3.95756e-06{txt}  {c |}
   5 {c |}  {res}1.79065e-06{txt}  {c |}
   6 {c |}  {res} .000036613{txt}  {c |}
   7 {c |}  {res}.0000184765{txt}  {c |}
   8 {c |}  {res}.0000368358{txt}  {c |}
   9 {c |}  {res}1.02038e-06{txt}  {c |}
  10 {c |}  {res}7.73331e-14{txt}  {c |}
  11 {c |}  {res}3.85766e-06{txt}  {c |}
  12 {c |}  {res}1.61353e-06{txt}  {c |}
  13 {c |}  {res}.0000122732{txt}  {c |}
  14 {c |}  {res}1.50600e-06{txt}  {c |}
  15 {c |}  {res}.0000362619{txt}  {c |}
  16 {c |}  {res}.0002397003{txt}  {c |}
  17 {c |}  {res}4.90138e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003700313    .0002675077     .000058037    .0000302351    .0000145098    .0000102024    8.71413e-06    3.42787e-06    1.83466e-06    1.12078e-06    6.25351e-07    1.54163e-07    8.56991e-15   -2.60379e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-5.63980e-07   -1.29291e-06   -8.88265e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .018598731   .0018664488   .0026825305   .0019893609   .0013381501   .0060508701   .0042984315    .006069248   .0010101404   2.78088e-07    .001964093   .0012702484   .0035033192   .0012271902   .0060217855
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154822568   .0022139053{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   9.24765e-11   .0023701208   .9102000586   .0002823961   .0276825072   .0150401231   .1120561735   2.03836e-07   .1042897857    .476827705   .8396796574   .0000225636   .6368563527   .3324833727
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0    .837498925{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -4.49109733
F-stat for first coefficient: 78.3809356
  {res}1
F-stat for IVed coefficients: 78.3809356

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     52,326    .0178496     .132406          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with Y
(4,324 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51681
{txt}{col 55}F( 16, 51664) = {res}   17.47
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 103696.6246{txt}{col 55}Centered R2   = {res} -0.0009
{txt}Total (uncentered) SS   = {res}      107340{txt}{col 55}Uncentered R2 = {res}  0.0330
{txt}Residual SS             = {res}  103794.523{txt}{col 55}Root MSE      = {res}   1.417

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9628748{col 26}{space 2} .2790007{col 37}{space 1}   -3.45{col 46}{space 3}0.001{col 54}{space 4}-1.509706{col 67}{space 3}-.4160436
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0614125{col 26}{space 2} .0176233{col 37}{space 1}    3.48{col 46}{space 3}0.000{col 54}{space 4} .0268715{col 67}{space 3} .0959534
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1101918{col 26}{space 2} .0185442{col 37}{space 1}   -5.94{col 46}{space 3}0.000{col 54}{space 4}-.1465377{col 67}{space 3}-.0738458
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3692566{col 26}{space 2} .0665317{col 37}{space 1}   -5.55{col 46}{space 3}0.000{col 54}{space 4}-.4996564{col 67}{space 3}-.2388568
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0298687{col 26}{space 2} .0141227{col 37}{space 1}    2.11{col 46}{space 3}0.034{col 54}{space 4} .0021887{col 67}{space 3} .0575488
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2194106{col 26}{space 2} .0564204{col 37}{space 1}    3.89{col 46}{space 3}0.000{col 54}{space 4} .1088287{col 67}{space 3} .3299926
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} -.012296{col 26}{space 2} .0296318{col 37}{space 1}   -0.41{col 46}{space 3}0.678{col 54}{space 4}-.0703732{col 67}{space 3} .0457812
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0004567{col 26}{space 2} .0470799{col 37}{space 1}    0.01{col 46}{space 3}0.992{col 54}{space 4}-.0918183{col 67}{space 3} .0927317
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0209106{col 26}{space 2} .0129079{col 37}{space 1}   -1.62{col 46}{space 3}0.105{col 54}{space 4}-.0462096{col 67}{space 3} .0043885
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000254{col 26}{space 2} 2.45e-06{col 37}{space 1}  -10.39{col 46}{space 3}0.000{col 54}{space 4}-.0000302{col 67}{space 3}-.0000206
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0837212{col 26}{space 2}    .0143{col 37}{space 1}   -5.85{col 46}{space 3}0.000{col 54}{space 4}-.1117486{col 67}{space 3}-.0556938
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0414686{col 26}{space 2} .0128087{col 37}{space 1}   -3.24{col 46}{space 3}0.001{col 54}{space 4}-.0665732{col 67}{space 3}-.0163641
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0371673{col 26}{space 2} .0405197{col 37}{space 1}    0.92{col 46}{space 3}0.359{col 54}{space 4}-.0422499{col 67}{space 3} .1165845
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0332452{col 26}{space 2}  .012677{col 37}{space 1}   -2.62{col 46}{space 3}0.009{col 54}{space 4}-.0580917{col 67}{space 3}-.0083987
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1000496{col 26}{space 2} .0474824{col 37}{space 1}    2.11{col 46}{space 3}0.035{col 54}{space 4} .0069858{col 67}{space 3} .1931135
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2413024{col 26}{space 2} .0529578{col 37}{space 1}    4.56{col 46}{space 3}0.000{col 54}{space 4} .1375069{col 67}{space 3} .3450978
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1027975{col 26}{space 2} .0212623{col 37}{space 1}   -4.83{col 46}{space 3}0.000{col 54}{space 4}-.1444709{col 67}{space 3}-.0611241
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,625 observations deleted)
  {res}51,681
Nvar 17
N 51681
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.7 /        1 = {res:   17.656}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1018010662{txt}  {c |}
   2 {c |}  {res}.0031308902{txt}  {c |}
   3 {c |}  {res} .011915985{txt}  {c |}
   4 {c |}  {res}.0257486329{txt}  {c |}
   5 {c |}  {res}.0079643271{txt}  {c |}
   6 {c |}  {res}.0414979142{txt}  {c |}
   7 {c |}  {res}.0022583053{txt}  {c |}
   8 {c |}  {res}.0045041657{txt}  {c |}
   9 {c |}  {res}.0009842797{txt}  {c |}
  10 {c |}  {res}1.25677e-10{txt}  {c |}
  11 {c |}  {res}.0057082586{txt}  {c |}
  12 {c |}  {res}.0024643352{txt}  {c |}
  13 {c |}  {res}.0037105497{txt}  {c |}
  14 {c |}  {res}.0001387406{txt}  {c |}
  15 {c |}  {res} .015289107{txt}  {c |}
  16 {c |}  {res} .014081875{txt}  {c |}
  17 {c |}  {res}.0184662928{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1097496211    .0566455273     .027569547    .0162738487    .0159975178    .0117401936    .0083804481    .0051861585    .0024998858    .0021909162    .0015107283    .0009470245    .0006735681    .0004787264
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.38903e-11   -.0000605068   -.0001184794{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3190627935   .0559543579   .1091603638   .1604638056   .0892430787   .2037103685   .0475216298   .0671130817   .0313732319   .0000112106   .0755530184   .0496420707   .0609142819   .0117788187   .1236491284
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1186670763   .1358907386{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0025459805   .2724029943   .3127595854   .0213812865   .7378591613    .281448287    .795831868   .9945704258   .5050854904   .0232477724   .2678135427   .4035191069   .5417577937   .0047656908   .4184337517
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0420081007    .449366257{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.75755642
F-stat for first coefficient: 9.10725212
  {res}1
F-stat for IVed coefficients: 9.10725212

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     51,681   -.2655134    1.416515         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   51681
{txt}{col 55}F( 16, 51664) = {res}  222.57
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 911.3365453{txt}{col 55}Centered R2   = {res}  0.0645
{txt}Total (uncentered) SS   = {res}         928{txt}{col 55}Uncentered R2 = {res}  0.0813
{txt}Residual SS             = {res} 852.5692478{txt}{col 55}Root MSE      = {res}   .1284

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1641822{col 26}{space 2} .0041515{col 37}{space 1}   39.55{col 46}{space 3}0.000{col 54}{space 4} .1560454{col 67}{space 3} .1723191
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0119462{col 26}{space 2}  .001568{col 37}{space 1}    7.62{col 46}{space 3}0.000{col 54}{space 4}  .008873{col 67}{space 3} .0150195
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0078149{col 26}{space 2} .0016681{col 37}{space 1}   -4.68{col 46}{space 3}0.000{col 54}{space 4}-.0110844{col 67}{space 3}-.0045454
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.0002705{col 26}{space 2} .0060298{col 37}{space 1}   -0.04{col 46}{space 3}0.964{col 54}{space 4}-.0120888{col 67}{space 3} .0115477
{txt}{space 9}ADM {c |}{col 14}{res}{space 2}  .004944{col 26}{space 2} .0012739{col 37}{space 1}    3.88{col 46}{space 3}0.000{col 54}{space 4} .0024472{col 67}{space 3} .0074409
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0131004{col 26}{space 2} .0051004{col 37}{space 1}    2.57{col 46}{space 3}0.010{col 54}{space 4} .0031037{col 67}{space 3}  .023097
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0103564{col 26}{space 2} .0026718{col 37}{space 1}    3.88{col 46}{space 3}0.000{col 54}{space 4} .0051199{col 67}{space 3}  .015593
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0095085{col 26}{space 2} .0042588{col 37}{space 1}    2.23{col 46}{space 3}0.026{col 54}{space 4} .0011613{col 67}{space 3} .0178557
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0051464{col 26}{space 2} .0011638{col 37}{space 1}    4.42{col 46}{space 3}0.000{col 54}{space 4} .0028654{col 67}{space 3} .0074274
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.59e-07{col 26}{space 2} 2.22e-07{col 37}{space 1}   -2.07{col 46}{space 3}0.038{col 54}{space 4}-8.93e-07{col 67}{space 3}-2.48e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0014998{col 26}{space 2} .0012957{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0010397{col 67}{space 3} .0040394
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0002058{col 26}{space 2} .0011608{col 37}{space 1}    0.18{col 46}{space 3}0.859{col 54}{space 4}-.0020694{col 67}{space 3}  .002481
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0148955{col 26}{space 2} .0036531{col 37}{space 1}    4.08{col 46}{space 3}0.000{col 54}{space 4} .0077355{col 67}{space 3} .0220556
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0004716{col 26}{space 2} .0011489{col 37}{space 1}   -0.41{col 46}{space 3}0.681{col 54}{space 4}-.0027234{col 67}{space 3} .0017801
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0054223{col 26}{space 2} .0043008{col 37}{space 1}   -1.26{col 46}{space 3}0.207{col 54}{space 4}-.0138517{col 67}{space 3} .0030071
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .1376435{col 26}{space 2} .0032837{col 37}{space 1}   41.92{col 46}{space 3}0.000{col 54}{space 4} .1312076{col 67}{space 3} .1440795
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .000362{col 26}{space 2} .0019266{col 37}{space 1}    0.19{col 46}{space 3}0.851{col 54}{space 4}-.0034141{col 67}{space 3}  .004138
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,625 observations deleted)
  {res}51,681
Nvar 17
N 51681
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.6 /        1 = {res:   17.575}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003524499{txt}  {c |}
   2 {c |}  {res}3.67491e-06{txt}  {c |}
   3 {c |}  {res}7.26799e-06{txt}  {c |}
   4 {c |}  {res}3.87471e-06{txt}  {c |}
   5 {c |}  {res}1.81858e-06{txt}  {c |}
   6 {c |}  {res}.0000363693{txt}  {c |}
   7 {c |}  {res}.0000192537{txt}  {c |}
   8 {c |}  {res}.0000369508{txt}  {c |}
   9 {c |}  {res}1.09532e-06{txt}  {c |}
  10 {c |}  {res}7.48445e-14{txt}  {c |}
  11 {c |}  {res}3.91598e-06{txt}  {c |}
  12 {c |}  {res}1.63612e-06{txt}  {c |}
  13 {c |}  {res}.0000125481{txt}  {c |}
  14 {c |}  {res}1.57736e-06{txt}  {c |}
  15 {c |}  {res}.0000367487{txt}  {c |}
  16 {c |}  {res}.0002657231{txt}  {c |}
  17 {c |}  {res}4.84813e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003782578     .000289446    .0000590275    .0000312517    .0000156128    .0000102116    8.79568e-06    3.58881e-06    1.87608e-06    1.17906e-06    7.68690e-07    1.44197e-07    9.03841e-15   -2.81417e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-6.93705e-07   -1.26129e-06   -8.17077e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0187736493   .0019170044   .0026959217   .0019684292   .0013485457   .0060306984   .0043879027   .0060787142   .0010465731   2.73577e-07   .0019788846   .0012791079   .0035423294   .0012559289    .006062071
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0163010153   .0022018462{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   4.61355e-10   .0037460815   .8906871088   .0002461752   .0298345639   .0182637396   .1177645883   8.77059e-07   .0933862963   .4484959579   .8721775944   .0000261073   .7072796447   .3710733095
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8694130775{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -4.80343829
F-stat for first coefficient: 76.481238
  {res}1
F-stat for IVed coefficients: 76.481238

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     51,681    .0179563    .1327939          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}
Dropping names starting with Z
(5,400 missing values generated)
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}   17.60
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 104382.3452{txt}{col 55}Centered R2   = {res} -0.0009
{txt}Total (uncentered) SS   = {res}      108132{txt}{col 55}Uncentered R2 = {res}  0.0338
{txt}Residual SS             = {res} 104478.8126{txt}{col 55}Root MSE      = {res}   1.417

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-.9606763{col 26}{space 2} .2768234{col 37}{space 1}   -3.47{col 46}{space 3}0.001{col 54}{space 4} -1.50324{col 67}{space 3}-.4181124
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0643516{col 26}{space 2} .0176166{col 37}{space 1}    3.65{col 46}{space 3}0.000{col 54}{space 4} .0298237{col 67}{space 3} .0988795
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1176091{col 26}{space 2} .0185153{col 37}{space 1}   -6.35{col 46}{space 3}0.000{col 54}{space 4}-.1538984{col 67}{space 3}-.0813198
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.4070543{col 26}{space 2} .0688121{col 37}{space 1}   -5.92{col 46}{space 3}0.000{col 54}{space 4}-.5419236{col 67}{space 3}-.2721851
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0277778{col 26}{space 2} .0140868{col 37}{space 1}    1.97{col 46}{space 3}0.049{col 54}{space 4} .0001683{col 67}{space 3} .0553873
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2267154{col 26}{space 2} .0564066{col 37}{space 1}    4.02{col 46}{space 3}0.000{col 54}{space 4} .1161605{col 67}{space 3} .3372704
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2}-.0036125{col 26}{space 2} .0294543{col 37}{space 1}   -0.12{col 46}{space 3}0.902{col 54}{space 4}-.0613419{col 67}{space 3}  .054117
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0066607{col 26}{space 2} .0474906{col 37}{space 1}    0.14{col 46}{space 3}0.888{col 54}{space 4}-.0864191{col 67}{space 3} .0997405
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0184929{col 26}{space 2} .0128966{col 37}{space 1}   -1.43{col 46}{space 3}0.152{col 54}{space 4}-.0437697{col 67}{space 3} .0067839
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000246{col 26}{space 2} 2.44e-06{col 37}{space 1}  -10.09{col 46}{space 3}0.000{col 54}{space 4}-.0000294{col 67}{space 3}-.0000198
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0842461{col 26}{space 2} .0142538{col 37}{space 1}   -5.91{col 46}{space 3}0.000{col 54}{space 4} -.112183{col 67}{space 3}-.0563093
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0393365{col 26}{space 2}  .012771{col 37}{space 1}   -3.08{col 46}{space 3}0.002{col 54}{space 4}-.0643672{col 67}{space 3}-.0143058
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0363199{col 26}{space 2} .0405108{col 37}{space 1}    0.90{col 46}{space 3}0.370{col 54}{space 4}-.0430799{col 67}{space 3} .1157196
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0326561{col 26}{space 2} .0126385{col 37}{space 1}   -2.58{col 46}{space 3}0.010{col 54}{space 4}-.0574271{col 67}{space 3} -.007885
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .0891644{col 26}{space 2} .0478446{col 37}{space 1}    1.86{col 46}{space 3}0.062{col 54}{space 4}-.0046093{col 67}{space 3}  .182938
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2} .2309432{col 26}{space 2} .0518611{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4} .1292974{col 67}{space 3}  .332589
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.1081886{col 26}{space 2} .0211904{col 37}{space 1}   -5.11{col 46}{space 3}0.000{col 54}{space 4} -.149721{col 67}{space 3}-.0666562
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.9 /        1 = {res:   17.931}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0982717319{txt}  {c |}
   2 {c |}  {res}.0030547255{txt}  {c |}
   3 {c |}  {res}.0118505778{txt}  {c |}
   4 {c |}  {res}.0295957068{txt}  {c |}
   5 {c |}  {res}.0081283857{txt}  {c |}
   6 {c |}  {res}.0415881936{txt}  {c |}
   7 {c |}  {res}.0022099603{txt}  {c |}
   8 {c |}  {res}.0045749875{txt}  {c |}
   9 {c |}  {res}.0009580542{txt}  {c |}
  10 {c |}  {res}1.25315e-10{txt}  {c |}
  11 {c |}  {res} .005754142{txt}  {c |}
  12 {c |}  {res}.0024244707{txt}  {c |}
  13 {c |}  {res}.0038451401{txt}  {c |}
  14 {c |}  {res}.0001286024{txt}  {c |}
  15 {c |}  {res}.0154509049{txt}  {c |}
  16 {c |}  {res}.0136728494{txt}  {c |}
  17 {c |}  {res} .018538042{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1067411862    .0567482667    .0303955717    .0167073845    .0158853145     .011605828    .0084509265    .0052794834    .0026500341    .0021827636    .0014495455    .0009776867    .0006909637    .0004651742
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.45598e-11   -.0000611682   -.0001224861{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3134832243   .0552695714   .1088603594   .1720340281   .0901575607   .2039318357   .0470102148   .0676386536   .0309524506   .0000111944   .0758560611   .0492389141    .062009194   .0113402993   .1243016689
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}  .11693096   .1361544785{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res} .002180179   .2442935521   .2799788414   .0179752872   .7580040016   .2662578234   .9387473332       .921555   .5502001077   .0277921731    .266738376   .4243536678   .5580654381   .0039811849   .4731752365
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res} .048263759   .4268452549{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.90242862
F-stat for first coefficient: 9.3912971
  {res}1
F-stat for IVed coefficients: 9.3912971

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     52,003    -.268523    1.416784         -7          5
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   52003
{txt}{col 55}F( 16, 51986) = {res}  224.03
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 914.3324808{txt}{col 55}Centered R2   = {res}  0.0645
{txt}Total (uncentered) SS   = {res}         931{txt}{col 55}Uncentered R2 = {res}  0.0813
{txt}Residual SS             = {res} 855.3556888{txt}{col 55}Root MSE      = {res}   .1283

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2} .1648294{col 26}{space 2} .0041285{col 37}{space 1}   39.92{col 46}{space 3}0.000{col 54}{space 4} .1567376{col 67}{space 3} .1729212
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0120943{col 26}{space 2} .0015645{col 37}{space 1}    7.73{col 46}{space 3}0.000{col 54}{space 4} .0090279{col 67}{space 3} .0151606
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0081509{col 26}{space 2}  .001662{col 37}{space 1}   -4.90{col 46}{space 3}0.000{col 54}{space 4}-.0114083{col 67}{space 3}-.0048936
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0006365{col 26}{space 2} .0062263{col 37}{space 1}    0.10{col 46}{space 3}0.919{col 54}{space 4}-.0115667{col 67}{space 3} .0128398
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0049194{col 26}{space 2} .0012686{col 37}{space 1}    3.88{col 46}{space 3}0.000{col 54}{space 4} .0024329{col 67}{space 3} .0074058
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0132937{col 26}{space 2} .0050906{col 37}{space 1}    2.61{col 46}{space 3}0.009{col 54}{space 4} .0033163{col 67}{space 3} .0232711
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0104247{col 26}{space 2} .0026512{col 37}{space 1}    3.93{col 46}{space 3}0.000{col 54}{space 4} .0052284{col 67}{space 3}  .015621
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0100597{col 26}{space 2} .0042882{col 37}{space 1}    2.35{col 46}{space 3}0.019{col 54}{space 4}  .001655{col 67}{space 3} .0184644
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052217{col 26}{space 2} .0011606{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4} .0029469{col 67}{space 3} .0074964
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-4.63e-07{col 26}{space 2} 2.21e-07{col 37}{space 1}   -2.10{col 46}{space 3}0.036{col 54}{space 4}-8.95e-07{col 67}{space 3}-3.09e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0014731{col 26}{space 2} .0012894{col 37}{space 1}    1.14{col 46}{space 3}0.253{col 54}{space 4}-.0010541{col 67}{space 3} .0040004
{txt}{space 8}PARI {c |}{col 14}{res}{space 2} .0003167{col 26}{space 2} .0011555{col 37}{space 1}    0.27{col 46}{space 3}0.784{col 54}{space 4} -.001948{col 67}{space 3} .0025814
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0150908{col 26}{space 2} .0036461{col 37}{space 1}    4.14{col 46}{space 3}0.000{col 54}{space 4} .0079445{col 67}{space 3} .0222371
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0006081{col 26}{space 2} .0011435{col 37}{space 1}   -0.53{col 46}{space 3}0.595{col 54}{space 4}-.0028492{col 67}{space 3} .0016331
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0062362{col 26}{space 2} .0043257{col 37}{space 1}   -1.44{col 46}{space 3}0.149{col 54}{space 4}-.0147144{col 67}{space 3} .0022419
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .135086{col 26}{space 2} .0032311{col 37}{space 1}   41.81{col 46}{space 3}0.000{col 54}{space 4} .1287532{col 67}{space 3} .1414188
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0003834{col 26}{space 2} .0019169{col 37}{space 1}    0.20{col 46}{space 3}0.841{col 54}{space 4}-.0033736{col 67}{space 3} .0041404
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
(242,303 observations deleted)
  {res}52,003
Nvar 17
N 52003
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       17.9 /        1 = {res:   17.905}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.0003473079{txt}  {c |}
   2 {c |}  {res}3.48064e-06{txt}  {c |}
   3 {c |}  {res}7.16075e-06{txt}  {c |}
   4 {c |}  {res}3.57543e-06{txt}  {c |}
   5 {c |}  {res}1.81226e-06{txt}  {c |}
   6 {c |}  {res}.0000366223{txt}  {c |}
   7 {c |}  {res}.0000184008{txt}  {c |}
   8 {c |}  {res}.0000384993{txt}  {c |}
   9 {c |}  {res}1.01437e-06{txt}  {c |}
  10 {c |}  {res}7.67321e-14{txt}  {c |}
  11 {c |}  {res}3.83567e-06{txt}  {c |}
  12 {c |}  {res}1.62922e-06{txt}  {c |}
  13 {c |}  {res}.0000123134{txt}  {c |}
  14 {c |}  {res}1.53236e-06{txt}  {c |}
  15 {c |}  {res}.0000382088{txt}  {c |}
  16 {c |}  {res}.0002400145{txt}  {c |}
  17 {c |}  {res}4.99144e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003716503    .0002687345    .0000598786     .000030791    .0000149606    .0000105151    8.86783e-06    3.42465e-06    1.84310e-06    1.07478e-06    5.30825e-07    1.44331e-07    8.38809e-15   -3.13732e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-6.55427e-07   -1.99026e-06   -9.05715e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0186361985   .0018656465   .0026759576   .0018908803   .0013462019   .0060516323    .004289611   .0062047774   .0010071578   2.77006e-07   .0019584872   .0012764075   .0035090383   .0012378855   .0061813294
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0154923998    .002234152{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   9.01477e-11   .0023191855   .7363921524   .0002579304   .0280410379   .0150897341   .1049572157   2.16533e-07    .094542466   .4519399768   .8040576872    .000017037    .623279029   .3130313657
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .8637482843{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: -1.48950711
F-stat for first coefficient: 78.2266568
  {res}1
F-stat for IVed coefficients: 78.2266568

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     52,003    .0179028    .1325996          0          1
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}

{com}. 
. * dropping names starting with de, du, d'
.         display "Dropping names starting with `De'"
{res}Dropping names starting with 
{txt}
{com}. cap drop sample2
{txt}
{com}. 
. gen sample2=1 if inlist(substr(name_i1,1,3),"DE ", "DU ") | inlist(substr(name_i2,1,3),"DE ", "DU ") //beginning by DE or DU (separated by space)
{txt}(284,622 missing values generated)

{com}. replace sample2 = 1 if inlist(substr(name_i1,1,2),"D ") | inlist(substr(name_i2,1,2),"D ") //beginning by D'
{txt}(1,066 real changes made)

{com}. 
.         * IV
.         ivreg2 ChangePP (LUL=IG) $Xvar if $condition & sample2~=1, noid
{res}
{txt}IV (2SLS) estimation
{hline 20}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49455
{txt}{col 55}F( 16, 49438) = {res}   18.75
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res} 100669.5453{txt}{col 55}Centered R2   = {res} -0.0015
{txt}Total (uncentered) SS   = {res}      104048{txt}{col 55}Uncentered R2 = {res}  0.0310
{txt}Residual SS             = {res} 100817.4896{txt}{col 55}Root MSE      = {res}   1.428

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}    ChangePP{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}LUL {c |}{col 14}{res}{space 2}-1.070892{col 26}{space 2} .3037684{col 37}{space 1}   -3.53{col 46}{space 3}0.000{col 54}{space 4}-1.666267{col 67}{space 3} -.475517
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0719566{col 26}{space 2} .0184293{col 37}{space 1}    3.90{col 46}{space 3}0.000{col 54}{space 4}  .035836{col 67}{space 3} .1080773
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.1289308{col 26}{space 2} .0192496{col 37}{space 1}   -6.70{col 46}{space 3}0.000{col 54}{space 4}-.1666594{col 67}{space 3}-.0912022
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2}-.3656859{col 26}{space 2} .0674738{col 37}{space 1}   -5.42{col 46}{space 3}0.000{col 54}{space 4}-.4979321{col 67}{space 3}-.2334397
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0266685{col 26}{space 2} .0144328{col 37}{space 1}    1.85{col 46}{space 3}0.065{col 54}{space 4}-.0016192{col 67}{space 3} .0549562
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .2074784{col 26}{space 2} .0569641{col 37}{space 1}    3.64{col 46}{space 3}0.000{col 54}{space 4} .0958307{col 67}{space 3} .3191261
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} -.004841{col 26}{space 2} .0315131{col 37}{space 1}   -0.15{col 46}{space 3}0.878{col 54}{space 4}-.0666055{col 67}{space 3} .0569235
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2}-.0057151{col 26}{space 2}   .04794{col 37}{space 1}   -0.12{col 46}{space 3}0.905{col 54}{space 4}-.0996759{col 67}{space 3} .0882456
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2}-.0166794{col 26}{space 2} .0133116{col 37}{space 1}   -1.25{col 46}{space 3}0.210{col 54}{space 4}-.0427697{col 67}{space 3} .0094109
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-.0000279{col 26}{space 2} 2.54e-06{col 37}{space 1}  -10.99{col 46}{space 3}0.000{col 54}{space 4}-.0000329{col 67}{space 3} -.000023
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2}-.0932753{col 26}{space 2} .0148243{col 37}{space 1}   -6.29{col 46}{space 3}0.000{col 54}{space 4}-.1223304{col 67}{space 3}-.0642202
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0484756{col 26}{space 2} .0131951{col 37}{space 1}   -3.67{col 46}{space 3}0.000{col 54}{space 4}-.0743375{col 67}{space 3}-.0226137
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2}  .037087{col 26}{space 2}  .042617{col 37}{space 1}    0.87{col 46}{space 3}0.384{col 54}{space 4}-.0464408{col 67}{space 3} .1206147
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0334465{col 26}{space 2} .0130495{col 37}{space 1}   -2.56{col 46}{space 3}0.010{col 54}{space 4} -.059023{col 67}{space 3}  -.00787
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2} .1167009{col 26}{space 2} .0483612{col 37}{space 1}    2.41{col 46}{space 3}0.016{col 54}{space 4} .0219147{col 67}{space 3} .2114872
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .241621{col 26}{space 2} .0546394{col 37}{space 1}    4.42{col 46}{space 3}0.000{col 54}{space 4} .1345297{col 67}{space 3} .3487123
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0781457{col 26}{space 2} .0221104{col 37}{space 1}   -3.53{col 46}{space 3}0.000{col 54}{space 4}-.1214814{col 67}{space 3}-.0348101
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{help ivreg2##overidtests:Sargan statistic} (overidentification test of all instruments):{res}{col 71}   0.000
{txt}{col 50}(equation exactly identified)
{hline 78}
Instrumented:{col 23}LUL
Included instruments:{col 23}SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
Excluded instruments:{col 23}IG
{hline 78}

{com}.         IVdyadic ChangePP LUL $Xvar if $condition & sample2~=1, iv(IG) groups(IGno_i1 IGno_i2)
LHS: ChangePP
RHS: LUL SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
{txt}(244,851 observations deleted)
  {res}49,455
Nvar 17
N 49455
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       15.7 /        1 = {res:   15.662}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res}.1102410992{txt}  {c |}
   2 {c |}  {res}.0033796194{txt}  {c |}
   3 {c |}  {res}.0130156791{txt}  {c |}
   4 {c |}  {res}.0271815069{txt}  {c |}
   5 {c |}  {res}.0080007603{txt}  {c |}
   6 {c |}  {res} .042708362{txt}  {c |}
   7 {c |}  {res}.0022382754{txt}  {c |}
   8 {c |}  {res}.0047401206{txt}  {c |}
   9 {c |}  {res}.0010893099{txt}  {c |}
  10 {c |}  {res}1.44103e-10{txt}  {c |}
  11 {c |}  {res}.0062777688{txt}  {c |}
  12 {c |}  {res}.0024534575{txt}  {c |}
  13 {c |}  {res}.0039819531{txt}  {c |}
  14 {c |}  {res}.0000737299{txt}  {c |}
  15 {c |}  {res}.0156080149{txt}  {c |}
  16 {c |}  {res}.0142937114{txt}  {c |}
  17 {c |}  {res}.0199075527{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .1184809008    .0602046512    .0284158216     .017365803    .0150489858    .0128100251    .0093051037    .0048496834    .0031144156     .002167339    .0014818853    .0009759095    .0007236771    .0004579102
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res} 2.33925e-11   -.0000586332   -.0001525572{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.3320257508   .0581344945   .1140862791   .1648681501    .089446969   .2066600154   .0473104158   .0688485334   .0330046947   .0000120043   .0792323719   .0495323887   .0631027187   .0085866101    .124932041
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.1195563105   .1410941272{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0012582822   .2158045067   .2584269291   .0265513864   .7655896663   .3153978732   .9184987369   .9338434821   .6133022368   .0199471595   .2391007712   .3277454813   .5567178749   .0000981211   .3502444941
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0432817411   .5796778685{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 1.93818099
F-stat for first coefficient: 10.4027436
  {res}1
F-stat for IVed coefficients: 10.4027436
{txt}
{com}.         local stderr_IG = e(StdErr)[1,1]
{txt}
{com}.         local pval = e(pvalues)[1,1]
{txt}
{com}.         local depvar = e(depvar)
{txt}
{com}.         sum `depvar' if e(sample)

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}ChangePP {c |}{res}     49,455   -.2613689    1.426752         -7          5
{txt}
{com}.         local MeanDepVar = r(mean)
{txt}
{com}.         local StDevDepVar = r(sd)
{txt}
{com}.         outreg2 using "$path/Results/TableA31.tex", tex append label addtext(Dropped Letter, "De", IV, Yes, Controls, Yes, Dyadic Group Clustering, Yes) addstat(StdErr IG, (`stderr_IG'), p-value, `pval', \textit{c -(}Mean{c )-}(Dep. Var.), `MeanDepVar', \textit{c -(}Std.Dev.{c )-}(Dep. Var.), `StDevDepVar') ctitle(" ") nonotes dec(4) keep(LUL)
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31.txt", label"':seeout}

{com}.         
.         * First stage
.         ivreg2 LUL IG $Xvar if $condition & sample2~=1, noid
{res}
{txt}OLS estimation
{hline 14}

Estimates efficient for homoskedasticity only
Statistics consistent for homoskedasticity only

{col 55}Number of obs = {res}   49455
{txt}{col 55}F( 16, 49438) = {res}  204.30
{txt}{col 55}Prob > F      = {res}  0.0000
{txt}Total (centered) SS     = {res}  851.800546{txt}{col 55}Centered R2   = {res}  0.0620
{txt}Total (uncentered) SS   = {res}         867{txt}{col 55}Uncentered R2 = {res}  0.0785
{txt}Residual SS             = {res} 798.9731746{txt}{col 55}Root MSE      = {res}   .1271

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         LUL{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}IG {c |}{col 14}{res}{space 2}  .155954{col 26}{space 2} .0042173{col 37}{space 1}   36.98{col 46}{space 3}0.000{col 54}{space 4} .1476882{col 67}{space 3} .1642198
{txt}{space 9}SEX {c |}{col 14}{res}{space 2} .0124423{col 26}{space 2} .0016052{col 37}{space 1}    7.75{col 46}{space 3}0.000{col 54}{space 4} .0092962{col 67}{space 3} .0155885
{txt}{space 6}FEMALE {c |}{col 14}{res}{space 2}-.0085509{col 26}{space 2} .0016972{col 37}{space 1}   -5.04{col 46}{space 3}0.000{col 54}{space 4}-.0118773{col 67}{space 3}-.0052246
{txt}{space 8}NAT1 {c |}{col 14}{res}{space 2} .0001454{col 26}{space 2} .0060067{col 37}{space 1}    0.02{col 46}{space 3}0.981{col 54}{space 4}-.0116274{col 67}{space 3} .0119183
{txt}{space 9}ADM {c |}{col 14}{res}{space 2} .0044037{col 26}{space 2} .0012794{col 37}{space 1}    3.44{col 46}{space 3}0.001{col 54}{space 4} .0018961{col 67}{space 3} .0069112
{txt}{space 8}ADPR {c |}{col 14}{res}{space 2} .0135325{col 26}{space 2} .0050551{col 37}{space 1}    2.68{col 46}{space 3}0.007{col 54}{space 4} .0036246{col 67}{space 3} .0234404
{txt}{space 8}DEPB {c |}{col 14}{res}{space 2} .0107765{col 26}{space 2} .0027915{col 37}{space 1}    3.86{col 46}{space 3}0.000{col 54}{space 4} .0053052{col 67}{space 3} .0162477
{txt}{space 6}REGBAC {c |}{col 14}{res}{space 2} .0103791{col 26}{space 2} .0042563{col 37}{space 1}    2.44{col 46}{space 3}0.015{col 54}{space 4} .0020368{col 67}{space 3} .0187213
{txt}{space 4}SERIEBAC {c |}{col 14}{res}{space 2} .0052957{col 26}{space 2} .0011774{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4}  .002988{col 67}{space 3} .0076034
{txt}{space 6}DiffDR {c |}{col 14}{res}{space 2}-5.29e-07{col 26}{space 2} 2.26e-07{col 37}{space 1}   -2.34{col 46}{space 3}0.019{col 54}{space 4}-9.71e-07{col 67}{space 3}-8.64e-08
{txt}{space 7}NOFEE {c |}{col 14}{res}{space 2} .0011391{col 26}{space 2} .0013195{col 37}{space 1}    0.86{col 46}{space 3}0.388{col 54}{space 4} -.001447{col 67}{space 3} .0037253
{txt}{space 8}PARI {c |}{col 14}{res}{space 2}-.0001234{col 26}{space 2} .0011747{col 37}{space 1}   -0.11{col 46}{space 3}0.916{col 54}{space 4}-.0024257{col 67}{space 3} .0021789
{txt}{space 9}ZIP {c |}{col 14}{res}{space 2} .0132299{col 26}{space 2} .0037778{col 37}{space 1}    3.50{col 46}{space 3}0.000{col 54}{space 4} .0058256{col 67}{space 3} .0206341
{txt}{space 7}Paris {c |}{col 14}{res}{space 2}-.0009989{col 26}{space 2} .0011614{col 37}{space 1}   -0.86{col 46}{space 3}0.390{col 54}{space 4}-.0032753{col 67}{space 3} .0012775
{txt}{space 6}IDFBAC {c |}{col 14}{res}{space 2}-.0062406{col 26}{space 2} .0043011{col 37}{space 1}   -1.45{col 46}{space 3}0.147{col 54}{space 4}-.0146705{col 67}{space 3} .0021894
{txt}{space 8}PRO1 {c |}{col 14}{res}{space 2}  .133059{col 26}{space 2}   .00325{col 37}{space 1}   40.94{col 46}{space 3}0.000{col 54}{space 4} .1266892{col 67}{space 3} .1394289
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0014213{col 26}{space 2} .0019663{col 37}{space 1}    0.72{col 46}{space 3}0.470{col 54}{space 4}-.0024326{col 67}{space 3} .0052752
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
Included instruments:{col 23}IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR
{col 23}NOFEE PARI ZIP Paris IDFBAC PRO1
{hline 78}

{com}.         IVdyadic LUL IG $Xvar if $condition & sample2~=1, iv(IG) groups(IGno_i1 IGno_i2)
LHS: LUL
RHS: IG SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Covariates: SEX FEMALE NAT1 ADM ADPR DEPB REGBAC SERIEBAC DiffDR NOFEE PARI ZIP Paris IDFBAC PRO1
Groups: IGno_i1 IGno_i2
IV: IG
Group i1: IGno_i1
Group i2: IGno_i2
{txt}(244,851 observations deleted)
  {res}49,455
Nvar 17
N 49455
  Beta:

{txt}{hline}
{res}timer report
{txt}  1.       16.2 /        1 = {res:   16.215}
{txt}{hline}
  {res}Diagonal of V:
        {txt}          1
     {c TLC}{hline 15}{c TRC}
   1 {c |}  {res} .000275106{txt}  {c |}
   2 {c |}  {res}3.02747e-06{txt}  {c |}
   3 {c |}  {res}6.52180e-06{txt}  {c |}
   4 {c |}  {res}3.63114e-06{txt}  {c |}
   5 {c |}  {res}1.90885e-06{txt}  {c |}
   6 {c |}  {res}.0000374041{txt}  {c |}
   7 {c |}  {res}.0000279133{txt}  {c |}
   8 {c |}  {res}.0000372204{txt}  {c |}
   9 {c |}  {res}1.23348e-06{txt}  {c |}
  10 {c |}  {res}8.72042e-14{txt}  {c |}
  11 {c |}  {res}4.26656e-06{txt}  {c |}
  12 {c |}  {res}1.82290e-06{txt}  {c |}
  13 {c |}  {res}.0000138715{txt}  {c |}
  14 {c |}  {res}1.09058e-06{txt}  {c |}
  15 {c |}  {res}.0000389149{txt}  {c |}
  16 {c |}  {res}.0002447765{txt}  {c |}
  17 {c |}  {res}5.49251e-06{txt}  {c |}
     {c BLC}{hline 15}{c BRC}
  {res}eValues:
       {txt}           1              2              3              4              5              6              7              8              9             10             11             12             13             14
    {c TLC}{hline 211}
  1 {c |}  {res} .0003293243    .0002464354    .0000566363    .0000366513    .0000208626    9.30352e-06    6.79240e-06    4.55578e-06    2.16128e-06    9.26290e-07    7.13272e-07    1.08246e-07    1.09974e-14   -3.64591e-07
{txt}    {c BLC}{hline 211}
                 15             16             17
     {hline 46}{c TRC}
  1    {res}-6.29078e-07   -8.43689e-07   -8.43145e-06{txt}  {c |}
     {hline 46}{c BRC}
  {res}Adjustment factor i
  1
  Standard errors:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}.0165863196   .0017399629   .0025537821    .001905555   .0013816098   .0061158882   .0052833079   .0061008486   .0011106223   2.95304e-07   .0020655641   .0013501467   .0037244473    .001044309   .0062381771
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}.0156453337   .0023436115{txt}  {c |}
     {hline 29}{c BRC}
  {res}p-values:
       {txt}          1             2             3             4             5             6             7             8             9            10            11            12            13            14            15
    {c TLC}{hline 211}
  1 {c |}  {res}          0   8.61977e-13   .0008129614   .9391585338   .0014358834   .0269200311   .0413783066   .0888961263   1.85867e-06   .0732882711   .5813067744   .9271540195   .0003820662    .338807659   .3171248482
{txt}    {c BLC}{hline 211}
                16            17
     {hline 29}{c TRC}
  1    {res}          0   .5442168148{txt}  {c |}
     {hline 29}{c BRC}
F-stat for all: 9.50322135
F-stat for first coefficient: 88.4083265
  {res}1
F-stat for IVed coefficients: 88.4083265
{txt}
{com}.         local stderr_IV = e(StdErr)[1,1]
{txt}
{com}.         local F_KP = e(F_1)
{txt}
{com}.         local pval = e(pvalues)[1,1]
{txt}
{com}.         local depvar = e(depvar)
{txt}
{com}.         sum `depvar' if e(sample)

{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}LUL {c |}{res}     49,455    .0175311    .1312406          0          1
{txt}
{com}.         local MeanDepVar = r(mean)
{txt}
{com}.         local StDevDepVar = r(sd)
{txt}
{com}.         outreg2 using "$path/Results/TableA31_1st.tex", tex append label addtext(Dropped Letter, "De", IV, Yes, Controls, Yes, Dyadic Group Clustering, Yes) addstat(StdErr IV, (`stderr_IV'), Kleibergen-Paap Weak IV F-stat, `F_KP', p-value, `pval', \textit{c -(}Mean{c )-}(Dep. Var.), `MeanDepVar', \textit{c -(}Std.Dev.{c )-}(Dep. Var.), `StDevDepVar') ctitle(" ") nonotes dec(4) keep(IG)
{txt}{stata `"shellout using `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex"'"':/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.tex}
{browse `"/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Codes/Analysis"' :dir}{com} : {txt}{stata `"seeout using "/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/TableA31_1st.txt", label"':seeout}

{com}. 
. log close // Table A31
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/quocanhdo/Monash Uni Enterprise Dropbox/Quoc-Anh Do/Project - Network at Sciences Po/QA - Nicolo/Replication_Package/Replication_Package_Dec2025/Results/LogTableA31.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}31 Dec 2025, 19:25:11
{txt}{.-}
{smcl}
{txt}{sf}{ul off}